fitpage.py @ 7415cbe

ESS_GUIESS_GUI_DocsESS_GUI_batch_fittingESS_GUI_bumps_abstractionESS_GUI_iss1116ESS_GUI_iss879ESS_GUI_iss959ESS_GUI_openclESS_GUI_orderingESS_GUI_sync_sascalccostrafo411magnetic_scattrelease-4.1.1release-4.1.2release-4.2.2release_4.0.1ticket-1009ticket-1094-headlessticket-1242-2d-resolutionticket-1243ticket-1249ticket885unittest-saveload

Last change on this file since 7415cbe was 7415cbe, checked in by Jae Cho <jhjcho@…>, 12 years ago
fixed a bug that crashes sansview on_selete model in win7 (within python env)
Property mode set to `100644`
File size: 135.3 KB

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1
2
3	import sys
4	import wx
5	import wx.lib.newevent
6	import numpy
7	import copy
8	import math
9	import time
10	from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion
11	#from sans.dataloader.data_info import Data1D
12	from sans.guiframe.events import StatusEvent
13	from sans.guiframe.events import NewPlotEvent
14	from sans.guiframe.dataFitting import check_data_validity
15	from sans.guiframe.utils import format_number
16	from sans.guiframe.utils import check_float
17
18	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
19	_BOX_WIDTH = 76
20	_DATA_BOX_WIDTH = 300
21	SMEAR_SIZE_L = 0.00
22	SMEAR_SIZE_H = 0.00
23
24	import basepage
25	from basepage import BasicPage
26	from basepage import PageInfoEvent
27	from sans.models.qsmearing import smear_selection
28
29	class FitPage(BasicPage):
30	"""
31	FitPanel class contains fields allowing to display results when
32	fitting a model and one data
33
34	:note: For Fit to be performed the user should check at least one parameter
35	on fit Panel window.
36	"""
37
38	def __init__(self,parent, color='rand'):
39	"""
40	Initialization of the Panel
41	"""
42	BasicPage.__init__(self, parent, color=color)
43
44	## draw sizer
45	self._fill_data_sizer()
46	self.is_2D = None
47	self.fit_started = False
48	self.weightbt_string = None
49	self.m_name = None
50	# get smear info from data
51	self._get_smear_info()
52	self._fill_model_sizer( self.sizer1)
53	self._get_defult_custom_smear()
54	self._fill_range_sizer()
55	self._set_smear(self.data)
56	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
57	# bind key event
58	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
59	self._set_bookmark_flag(False)
60	self._set_save_flag(False)
61	self._set_preview_flag(False)
62	self._set_copy_flag(False)
63	self._set_paste_flag(False)
64	self.btFit.SetFocus()
65	self.enable_fit_button()
66	self.fill_data_combobox(data_list=self.data_list)
67	#create a default data for an empty panel
68	self.create_default_data()
69
70	def enable_fit_button(self):
71	"""
72	Enable fit button if data is valid and model is valid
73	"""
74	flag = check_data_validity(self.data) & (self.model is not None)
75	self.btFit.Enable(flag)
76
77	def _fill_data_sizer(self):
78	"""
79	fill sizer 0 with data info
80	"""
81	self.data_box_description = wx.StaticBox(self, -1, 'I(q) Data Source')
82	if check_data_validity(self.data):
83	dname_color = wx.BLUE
84	else:
85	dname_color = wx.RED
86	self.data_box_description.SetForegroundColour(dname_color)
87	boxsizer1 = wx.StaticBoxSizer(self.data_box_description, wx.VERTICAL)
88	#----------------------------------------------------------
89	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
90	self.dataSource = wx.ComboBox(self, -1, style=wx.CB_READONLY)
91	wx.EVT_COMBOBOX(self.dataSource, -1, self.on_select_data)
92	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
93	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
94	sizer_data.Add(self.dataSource)
95	sizer_data.Add( (0,5) )
96	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
97	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
98	self.sizer0.Layout()
99
100	def enable_datasource(self):
101	"""
102	Enable or disable data source control depending on existing data
103	"""
104	if not self.data_list:
105	self.dataSource.Disable()
106	else:
107	self.dataSource.Enable()
108
109	def fill_data_combobox(self, data_list):
110	"""
111	Get a list of data and fill the corresponding combobox
112	"""
113	self.dataSource.Clear()
114	self.data_list = data_list
115	self.enable_datasource()
116	if len(data_list) > 0:
117	#find the maximum range covering all data
118	qmin, qmax, npts = self.compute_data_set_range(data_list)
119	self.qmin_data_set = qmin
120	self.qmax_data_set = qmax
121	self.npts_data_set = npts
122
123	self.qmin.SetValue(str(self.qmin_data_set))
124	self.qmax.SetValue(str(self.qmax_data_set))
125	self.qmin.SetBackgroundColour("white")
126	self.qmax.SetBackgroundColour("white")
127	self.qmin_x = self.qmin_data_set
128	self.qmax_x = self.qmax_data_set
129	self.state.qmin = self.qmin_x
130	self.state.qmax = self.qmax_x
131	is_data = False
132	for data in self.data_list:
133	if data is not None:
134	self.dataSource.Append(str(data.name), clientData=data)
135	if not is_data:
136	is_data = check_data_validity(data)
137	self.dataSource.SetSelection(0)
138	self.on_select_data(event=None)
139
140	def on_select_data(self, event=None):
141	"""
142	"""
143	if event is None and self.dataSource.GetCount() > 0:
144	data = self.dataSource.GetClientData(0)
145	self.set_data(data)
146	elif self.dataSource.GetCount() > 0:
147	pos = self.dataSource.GetSelection()
148	data = self.dataSource.GetClientData(pos)
149	self.set_data(data)
150
151
152
153	def _on_fit_complete(self):
154	"""
155	When fit is complete ,reset the fit button label.
156	"""
157	self.btFit.SetLabel("Fit")
158
159	def _is_2D(self):
160	"""
161	Check if data_name is Data2D
162
163	:return: True or False
164
165	"""
166	if self.data.__class__.__name__ == "Data2D" or \
167	self.enable2D:
168	return True
169	return False
170
171	def _on_engine_change(self, name):
172	"""
173	get the current name of the fit engine type
174	and update the panel accordingly
175	"""
176
177	self.engine_type = str(name)
178	self.state.engine_type = self.engine_type
179	if not self.is_mac:
180	if len(self.parameters) == 0:
181	self.Layout()
182	return
183	self.Layout()
184	self.Refresh()
185
186
187
188	def _fill_range_sizer(self):
189	"""
190	Fill the sizer containing the plotting range
191	add access to npts
192	"""
193	is_2Ddata = False
194
195	# Check if data is 2D
196	if self.data.__class__.__name__ == "Data2D" or \
197	self.enable2D:
198	is_2Ddata = True
199
200	title = "Fitting"
201	#smear messages & titles
202	smear_message_none = "No smearing is selected..."
203	smear_message_dqdata = "The dQ data is being used for smearing..."
204	smear_message_2d = \
205	"Higher accuracy is very time-expensive. Use it with care..."
206	smear_message_new_ssmear = \
207	"Please enter only the value of interest to customize smearing..."
208	smear_message_new_psmear = \
209	"Please enter both; the dQ will be generated by interpolation..."
210	smear_message_2d_x_title = "<dQp>[1/A]:"
211	smear_message_2d_y_title = "<dQs>[1/A]:"
212	smear_message_pinhole_min_title = "dQ_low[1/A]:"
213	smear_message_pinhole_max_title = "dQ_high[1/A]:"
214	smear_message_slit_height_title = "Slit height[1/A]:"
215	smear_message_slit_width_title = "Slit width[1/A]:"
216
217	self._get_smear_info()
218
219	#Sizers
220	box_description_range = wx.StaticBox(self, -1,str(title))
221	box_description_range.SetForegroundColour(wx.BLUE)
222	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
223	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
224	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
225	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
226	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
227	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
228	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
229	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
230	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
231
232	weighting_set_box= wx.StaticBox(self, -1,\
233	'Set Weighting by Selecting dI Source')
234	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
235	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
236	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
237	#Filling the sizer containing weighting info.
238	self.dI_noweight = wx.RadioButton(self, -1, 'No Weighting',
239	style=wx.RB_GROUP)
240	self.dI_didata = wx.RadioButton(self, -1, 'Use dI Data')
241	self.dI_sqrdata = wx.RadioButton(self, -1, 'Use \|sqrt(I Data)\|')
242	self.dI_idata = wx.RadioButton(self, -1, 'Use \|I Data\|')
243	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
244	id=self.dI_noweight.GetId())
245	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
246	id=self.dI_didata.GetId())
247	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
248	id=self.dI_sqrdata.GetId())
249	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
250	id=self.dI_idata.GetId())
251	self.dI_didata.SetValue(True)
252	# add 4 types of weighting to the sizer
253	sizer_weighting.Add( self.dI_noweight,0, wx.LEFT, 10)
254	sizer_weighting.Add((14,10))
255	sizer_weighting.Add( self.dI_didata)
256	sizer_weighting.Add((14,10))
257	sizer_weighting.Add( self.dI_sqrdata)
258	sizer_weighting.Add((14,10))
259	sizer_weighting.Add( self.dI_idata)
260	sizer_weighting.Add((10,10))
261	self.dI_noweight.Enable(False)
262	self.dI_didata.Enable(False)
263	self.dI_sqrdata.Enable(False)
264	self.dI_idata.Enable(False)
265	weighting_box.Add(sizer_weighting)
266
267	sizer_fit = wx.GridSizer(2, 4, 2, 6)
268
269	# combobox for smear2d accuracy selection
270	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),
271	style=wx.CB_READONLY)
272	self._set_accuracy_list()
273	self.smear_accuracy.SetValue(self.smear2d_accuracy)
274	self.smear_accuracy.SetSelection(0)
275	self.smear_accuracy.SetToolTipString(\
276	"'Higher' uses more Gaussian points for smearing computation.")
277
278	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
279
280	#Fit button
281	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
282	self.default_bt_colour = self.btFit.GetDefaultAttributes()
283	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
284	self.btFit.SetToolTipString("Start fitting.")
285
286	#textcntrl for custom resolution
287	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,
288	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
289	text_enter_callback = self.onPinholeSmear)
290	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,
291	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
292	text_enter_callback = self.onPinholeSmear)
293	self.smear_slit_height= self.ModelTextCtrl(self, -1,
294	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
295	text_enter_callback = self.onSlitSmear)
296	self.smear_slit_width = self.ModelTextCtrl(self, -1,
297	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
298	text_enter_callback = self.onSlitSmear)
299
300	## smear
301	self.smear_data_left= BGTextCtrl(self, -1,
302	size=(_BOX_WIDTH-25,20), style=0)
303	self.smear_data_left.SetValue(str(self.dq_l))
304	self.smear_data_right = BGTextCtrl(self, -1,
305	size=(_BOX_WIDTH-25,20), style=0)
306	self.smear_data_right.SetValue(str(self.dq_r))
307
308	#set default values for smear
309	self.smear_pinhole_max.SetValue(str(self.dx_max))
310	self.smear_pinhole_min.SetValue(str(self.dx_min))
311	self.smear_slit_height.SetValue(str(self.dxl))
312	self.smear_slit_width.SetValue(str(self.dxw))
313
314	#Filling the sizer containing instruments smearing info.
315	self.disable_smearer = wx.RadioButton(self, -1,
316	'None', style=wx.RB_GROUP)
317	self.enable_smearer = wx.RadioButton(self, -1,
318	'Use dQ Data')
319	#self.enable_smearer.SetToolTipString(
320	#"Click to use the loaded dQ data for smearing.")
321	self.pinhole_smearer = wx.RadioButton(self, -1,
322	'Custom Pinhole Smear')
323	#self.pinhole_smearer.SetToolTipString
324	#("Click to input custom resolution for pinhole smearing.")
325	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
326	#self.slit_smearer.SetToolTipString
327	#("Click to input custom resolution for slit smearing.")
328	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
329	id=self.disable_smearer.GetId())
330	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
331	id=self.enable_smearer.GetId())
332	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
333	id=self.pinhole_smearer.GetId())
334	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
335	id=self.slit_smearer.GetId())
336	self.disable_smearer.SetValue(True)
337
338	# add 4 types of smearing to the sizer
339	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
340	sizer_smearer.Add((10,10))
341	sizer_smearer.Add( self.enable_smearer)
342	sizer_smearer.Add((10,10))
343	sizer_smearer.Add( self.pinhole_smearer )
344	sizer_smearer.Add((10,10))
345	sizer_smearer.Add( self.slit_smearer )
346	sizer_smearer.Add((10,10))
347
348	# StaticText for chi2, N(for fitting), Npts
349	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
350	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
351	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
352	self.Npts_fit.SetToolTipString(\
353	" Npts : number of points selected for fitting")
354	self.Npts_total = self.ModelTextCtrl(self, -1,
355	size=(_BOX_WIDTH, 20),
356	style=wx.TE_PROCESS_ENTER,
357	text_enter_callback=self._onQrangeEnter)
358	self.Npts_total.SetValue(format_number(self.npts_x))
359	self.Npts_total.SetToolTipString(\
360	" Total Npts : total number of data points")
361
362	# Update and Draw button
363	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
364	self.draw_button.Bind(wx.EVT_BUTTON, \
365	self._onDraw,id= self.draw_button.GetId())
366	self.draw_button.SetToolTipString("Compute and Draw.")
367
368	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
369	box_description_2= wx.StaticText(self, -1,'Npts(Fit)')
370	box_description_3= wx.StaticText(self, -1,'Total Npts')
371	box_description_3.SetToolTipString( \
372	" Total Npts : total number of data points")
373	#box_description_4= wx.StaticText(self, -1,' ')
374
375
376	sizer_fit.Add(box_description_1,0,0)
377	sizer_fit.Add(box_description_2,0,0)
378	sizer_fit.Add(box_description_3,0,0)
379	sizer_fit.Add(self.draw_button,0,0)
380	sizer_fit.Add(self.tcChi,0,0)
381	sizer_fit.Add(self.Npts_fit ,0,0)
382	sizer_fit.Add(self.Npts_total,0,0)
383	sizer_fit.Add(self.btFit,0,0)
384
385	# StaticText for smear
386	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
387	self.smear_description_none = wx.StaticText(self, -1,
388	smear_message_none , style=wx.ALIGN_LEFT)
389	self.smear_description_dqdata = wx.StaticText(self,
390	-1, smear_message_dqdata , style=wx.ALIGN_LEFT)
391	self.smear_description_type = wx.StaticText(self,
392	-1, "Type:" , style=wx.ALIGN_LEFT)
393	self.smear_description_accuracy_type = wx.StaticText(self, -1,
394	"Accuracy:" , style=wx.ALIGN_LEFT)
395	self.smear_description_smear_type = BGTextCtrl(self, -1,
396	size=(57,20), style=0)
397	self.smear_description_smear_type.SetValue(str(self.dq_l))
398	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
399	self.smear_description_2d = wx.StaticText(self, -1,
400	smear_message_2d , style=wx.ALIGN_LEFT)
401	self.smear_message_new_s = wx.StaticText(self, -1,
402	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
403	self.smear_message_new_p = wx.StaticText(self, -1,
404	smear_message_new_psmear , style=wx.ALIGN_LEFT)
405	self.smear_description_2d_x = wx.StaticText(self, -1,
406	smear_message_2d_x_title , style=wx.ALIGN_LEFT)
407	self.smear_description_2d_x.SetToolTipString(\
408	" dQp(parallel) in q_r direction.")
409	self.smear_description_2d_y = wx.StaticText(self, -1,
410	smear_message_2d_y_title , style=wx.ALIGN_LEFT)
411	self.smear_description_2d_y.SetToolTipString(\
412	" dQs(perpendicular) in q_phi direction.")
413	self.smear_description_pin_min = wx.StaticText(self, -1,
414	smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
415	self.smear_description_pin_max = wx.StaticText(self, -1,
416	smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
417	self.smear_description_slit_height = wx.StaticText(self, -1,
418	smear_message_slit_height_title , style=wx.ALIGN_LEFT)
419	self.smear_description_slit_width = wx.StaticText(self, -1,
420	smear_message_slit_width_title , style=wx.ALIGN_LEFT)
421
422	#arrange sizers
423	#boxsizer1.Add( self.tcChi )
424	self.sizer_set_smearer.Add(sizer_smearer )
425	self.sizer_set_smearer.Add((10,10))
426	self.sizer_set_smearer.Add( self.smear_description_none,
427	0, wx.CENTER, 10 )
428	self.sizer_set_smearer.Add( self.smear_description_dqdata,
429	0, wx.CENTER, 10 )
430	self.sizer_set_smearer.Add( self.smear_description_2d,
431	0, wx.CENTER, 10 )
432	self.sizer_new_smear.Add( self.smear_description_type,
433	0, wx.CENTER, 10 )
434	self.sizer_new_smear.Add( self.smear_description_accuracy_type,
435	0, wx.CENTER, 10 )
436	self.sizer_new_smear.Add( self.smear_accuracy )
437	self.sizer_new_smear.Add( self.smear_description_smear_type,
438	0, wx.CENTER, 10 )
439	self.sizer_new_smear.Add((15,-1))
440	self.sizer_new_smear.Add( self.smear_description_2d_x,
441	0, wx.CENTER, 10 )
442	self.sizer_new_smear.Add( self.smear_description_pin_min,
443	0, wx.CENTER, 10 )
444	self.sizer_new_smear.Add( self.smear_description_slit_height,
445	0, wx.CENTER, 10 )
446
447	self.sizer_new_smear.Add( self.smear_pinhole_min,
448	0, wx.CENTER, 10 )
449	self.sizer_new_smear.Add( self.smear_slit_height,
450	0, wx.CENTER, 10 )
451	self.sizer_new_smear.Add( self.smear_data_left,
452	0, wx.CENTER, 10 )
453	self.sizer_new_smear.Add((20,-1))
454	self.sizer_new_smear.Add( self.smear_description_2d_y,
455	0, wx.CENTER, 10 )
456	self.sizer_new_smear.Add( self.smear_description_pin_max,
457	0, wx.CENTER, 10 )
458	self.sizer_new_smear.Add( self.smear_description_slit_width,
459	0, wx.CENTER, 10 )
460
461	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
462	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
463	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
464
465	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
466	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
467	self.sizer_set_smearer.Add((5,2))
468	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
469
470	# add all to chi2 sizer
471	sizer_smearer_box.Add(self.sizer_set_smearer)
472	sizer_chi2.Add(sizer_smearer_box)
473	sizer_chi2.Add((-1,5))
474	sizer_chi2.Add(weighting_box)
475	sizer_chi2.Add((-1,5))
476
477	# hide all smear messages and textctrl
478	self._hide_all_smear_info()
479
480	# get smear_selection
481	self.current_smearer= smear_selection( self.data, self.model )
482
483	# Show only the relevant smear messages, etc
484	if self.current_smearer == None:
485	if not is_2Ddata:
486	self.smear_description_none.Show(True)
487	self.enable_smearer.Disable()
488	else:
489	self.smear_description_none.Show(True)
490	#self.smear_description_2d.Show(True)
491	#self.pinhole_smearer.Disable()
492	self.slit_smearer.Disable()
493	#self.enable_smearer.Disable()
494	if self.data == None:
495	self.slit_smearer.Disable()
496	self.pinhole_smearer.Disable()
497	self.enable_smearer.Disable()
498	else: self._show_smear_sizer()
499	boxsizer_range.Add(self.sizer_set_masking)
500	#2D data? default
501	is_2Ddata = False
502
503	#check if it is 2D data
504	if self.data.__class__.__name__ == "Data2D" or \
505	self.enable2D:
506	is_2Ddata = True
507
508	self.sizer5.Clear(True)
509
510	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
511	style=wx.TE_PROCESS_ENTER,
512	text_enter_callback = self._onQrangeEnter)
513	self.qmin.SetValue(str(self.qmin_x))
514	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
515
516	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
517	style=wx.TE_PROCESS_ENTER,
518	text_enter_callback=self._onQrangeEnter)
519	self.qmax.SetValue(str(self.qmax_x))
520	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
521	"""
522	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
523	style=wx.TE_PROCESS_ENTER,
524	text_enter_callback=self._onQrangeEnter)
525	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
526	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
527	"""
528	id = wx.NewId()
529	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
530
531	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
532	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
533
534	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
535	sizer= wx.GridSizer(2, 4, 2, 6)
536
537	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
538	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
539	self.btEditMask.SetToolTipString("Edit Mask.")
540	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
541
542	sizer.Add(wx.StaticText(self, -1, ' Q range'))
543	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
544	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
545	sizer.Add(self.EditMask_title)
546	#sizer.Add(wx.StaticText(self, -1, ''))
547	sizer.Add(self.reset_qrange)
548	sizer.Add(self.qmin)
549	sizer.Add(self.qmax)
550	#sizer.Add(self.theory_npts_tcrtl)
551	sizer.Add(self.btEditMask)
552	boxsizer_range.Add(sizer_chi2)
553	boxsizer_range.Add((10,10))
554	boxsizer_range.Add(sizer)
555
556	boxsizer_range.Add((10,15))
557	boxsizer_range.Add(sizer_fit)
558	if is_2Ddata:
559	self.btEditMask.Enable()
560	self.EditMask_title.Enable()
561	else:
562	self.btEditMask.Disable()
563	self.EditMask_title.Disable()
564	## save state
565	self.save_current_state()
566	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
567	self.sizer5.Layout()
568
569
570	def _fill_model_sizer(self, sizer):
571	"""
572	fill sizer containing model info
573	"""
574	##Add model function Details button in fitpanel.
575	##The following 3 lines are for Mac. Let JHC know before modifying...
576	title = "Model"
577	self.formfactorbox = None
578	self.multifactorbox = None
579	self.mbox_description= wx.StaticBox(self, -1,str(title))
580	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
581	self.mbox_description.SetForegroundColour(wx.RED)
582	id = wx.NewId()
583	self.model_help =wx.Button(self,id,'Details', size=(80,23))
584	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
585	self.model_help.SetToolTipString("Model Function Help")
586	id = wx.NewId()
587	self.model_view = wx.Button(self, id,"Show 2D", size=(80, 23))
588	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
589	hint = "toggle view of model from 1D to 2D or 2D to 1D"
590	self.model_view.SetToolTipString(hint)
591
592	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes',
593	style=wx.RB_GROUP)
594	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
595	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
596	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
597
598	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
599	id= self.shape_rbutton.GetId())
600	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
601	id= self.shape_indep_rbutton.GetId())
602	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
603	id= self.struct_rbutton.GetId())
604	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
605	id= self.plugin_rbutton.GetId())
606	#MAC needs SetValue
607	self.shape_rbutton.SetValue(True)
608
609	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
610	sizer_radiobutton.Add(self.shape_rbutton)
611	sizer_radiobutton.Add(self.shape_indep_rbutton)
612	#sizer_radiobutton.Add((5, 5))
613	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
614	sizer_radiobutton.Add(self.plugin_rbutton)
615	sizer_radiobutton.Add(self.struct_rbutton)
616	#sizer_radiobutton.Add((5, 5))
617	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
618
619	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
620	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
621
622	self.text1 = wx.StaticText(self,-1,"" )
623	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
624	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
625	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
626	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
627	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
628
629	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
630	if self.model!= None:
631	self.formfactorbox.SetValue(self.model.name)
632	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
633	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
634	self.initialize_combox()
635	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
636
637	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
638	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
639	## check model type to show sizer
640	if self.model !=None:
641	self._set_model_sizer_selection(self.model)
642
643	sizer_selection.Add(self.text1)
644	sizer_selection.Add((5, 5))
645	sizer_selection.Add(self.formfactorbox)
646	sizer_selection.Add((5, 5))
647	sizer_selection.Add(self.text2)
648	sizer_selection.Add((5, 5))
649	sizer_selection.Add(self.structurebox)
650
651	mutifactor_selection.Add((10,5))
652	mutifactor_selection.Add(self.mutifactor_text)
653	mutifactor_selection.Add(self.multifactorbox)
654	mutifactor_selection.Add((5, 5))
655	mutifactor_selection.Add(self.mutifactor_text1)
656	mutifactor_selection.Add((10, 5))
657	mutifactor_selection.Add(self.show_sld_button)
658
659
660	boxsizer1.Add(sizer_radiobutton)
661	boxsizer1.Add((10, 10))
662	boxsizer1.Add(sizer_selection)
663	boxsizer1.Add((10, 10))
664	boxsizer1.Add(mutifactor_selection)
665
666	self._set_multfactor_combobox()
667	self.multifactorbox.SetSelection(1)
668	self.show_sld_button.Hide()
669	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
670	sizer.Layout()
671
672	def _set_sizer_dispersion(self):
673	"""
674	draw sizer with gaussian dispersity parameters
675	"""
676	self.fittable_param=[]
677	self.fixed_param=[]
678	self.orientation_params_disp=[]
679
680	self.sizer4_4.Clear(True)
681	if self.model==None:
682	##no model is selected
683	return
684	if not self.enable_disp.GetValue():
685	## the user didn't select dispersity display
686	return
687
688	self._reset_dispersity()
689
690	## fill a sizer with the combobox to select dispersion type
691	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
692	model_disp = wx.StaticText(self, -1, 'Function')
693	CHECK_STATE = self.cb1.GetValue()
694	import sans.models.dispersion_models
695	self.polydisp= sans.models.dispersion_models.models
696
697	ix = 0
698	iy = 0
699	disp = wx.StaticText(self, -1, ' ')
700	self.sizer4_4.Add(disp,( iy, ix),(1,1),
701	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
702	ix += 1
703	values = wx.StaticText(self, -1, 'PD[ratio]')
704	polytext = "Polydispersity (= STD/mean); "
705	polytext += "the standard deviation over the mean value."
706	values.SetToolTipString(polytext)
707
708	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
709	0)
710	ix +=2
711	if self.is_mac:
712	err_text = 'Error'
713	else:
714	err_text = ''
715	self.text_disp_1 = wx.StaticText(self, -1, err_text)
716	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
717	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
718
719
720	ix +=1
721	self.text_disp_min = wx.StaticText(self, -1, 'Min')
722	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
723	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
724
725	ix +=1
726	self.text_disp_max = wx.StaticText(self, -1, 'Max')
727	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
728	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
729
730	ix += 1
731	npts = wx.StaticText(self, -1, 'Npts')
732	npts.SetToolTipString("Number of sampling points for the numerical\n\
733	integration over the distribution function.")
734	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
735	ix += 1
736	nsigmas = wx.StaticText(self, -1, 'Nsigs')
737	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
738	of the distribution function will be used for weighting. \n\
739	The value '3' covers 99.5% for Gaussian distribution \n\
740	function. Note: Not recommended to change this value.")
741	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
742	0)
743	ix +=1
744	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
745	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
746
747	if self.engine_type=="park":
748	self.text_disp_max.Show(True)
749	self.text_disp_min.Show(True)
750
751	for item in self.model.dispersion.keys():
752	if not item in self.model.orientation_params:
753	if not self.disp_cb_dict.has_key(item):
754	self.disp_cb_dict[item]= None
755	name0="Distribution of " + item
756	name1=item+".width"
757	name2=item+".npts"
758	name3=item+".nsigmas"
759	if not self.model.details.has_key(name1):
760	self.model.details [name1] = ["",None,None]
761
762	iy += 1
763	for p in self.model.dispersion[item].keys():
764
765	if p=="width":
766	ix = 0
767	cb = wx.CheckBox(self, -1, name0, (10, 10))
768	cb.SetValue(CHECK_STATE)
769	cb.SetToolTipString("Check mark to fit")
770	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
771	self.sizer4_4.Add( cb,( iy, ix),(1,1),
772	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
773	5)
774	ix = 1
775	value= self.model.getParam(name1)
776	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
777	,style=wx.TE_PROCESS_ENTER)
778	ctl1.SetLabel('PD[ratio]')
779	poly_text = "Polydispersity (STD/mean) of %s\n" % item
780	poly_text += "STD: the standard deviation"
781	poly_text += " from the mean value."
782	ctl1.SetToolTipString(poly_text)
783	ctl1.SetValue(str (format_number(value, True)))
784	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
785	## text to show error sign
786	ix = 2
787	text2=wx.StaticText(self, -1, '+/-')
788	self.sizer4_4.Add(text2,(iy, ix),(1,1),
789	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
790	if not self.is_mac:
791	text2.Hide()
792
793	ix = 3
794	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
795	style=0)
796
797	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
798	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
799	if not self.is_mac:
800	ctl2.Hide()
801
802	ix = 4
803	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
804	20), style=wx.TE_PROCESS_ENTER,
805	text_enter_callback = self._onparamRangeEnter)
806
807	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
808	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
809
810
811	ix = 5
812	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
813	20), style=wx.TE_PROCESS_ENTER,
814	text_enter_callback = self._onparamRangeEnter)
815
816	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
817	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
818
819
820	if self.engine_type=="park":
821	ctl3.Show(True)
822	ctl4.Show(True)
823
824	elif p=="npts":
825	ix = 6
826	value= self.model.getParam(name2)
827	Tctl = self.ModelTextCtrl(self, -1,
828	size=(_BOX_WIDTH/2.2,20),
829	style=wx.TE_PROCESS_ENTER)
830
831	Tctl.SetValue(str (format_number(value)))
832	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
833	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
834	self.fixed_param.append([None,name2, Tctl,None,None,
835	None, None,None])
836	elif p=="nsigmas":
837	ix = 7
838	value= self.model.getParam(name3)
839	Tct2 = self.ModelTextCtrl(self, -1,
840	size=(_BOX_WIDTH/2.2,20),
841	style=wx.TE_PROCESS_ENTER)
842
843	Tct2.SetValue(str (format_number(value)))
844	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
845	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
846	#ix +=1
847	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
848	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
849
850	self.fixed_param.append([None, name3, Tct2,
851	None, None, None,
852	None, None])
853
854
855	ix = 8
856	disp_box = wx.ComboBox(self, -1,size=(65,-1),
857	style=wx.CB_READONLY, name = '%s'% name1)
858	for key, value in self.polydisp.iteritems():
859	name_disp = str(key)
860	disp_box.Append(name_disp,value)
861	disp_box.SetStringSelection("gaussian")
862	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
863	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
864	self.fittable_param.append([cb,name1,ctl1,text2,
865	ctl2, ctl3, ctl4, disp_box])
866
867	ix =0
868	iy +=1
869	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
870	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
871	first_orient = True
872	for item in self.model.dispersion.keys():
873	if item in self.model.orientation_params:
874	if not self.disp_cb_dict.has_key(item):
875	self.disp_cb_dict[item]= None
876	name0="Distribution of " + item
877	name1=item+".width"
878	name2=item+".npts"
879	name3=item+".nsigmas"
880
881	if not self.model.details.has_key(name1):
882	self.model.details [name1] = ["",None,None]
883
884
885	iy += 1
886	for p in self.model.dispersion[item].keys():
887
888	if p=="width":
889	ix = 0
890	cb = wx.CheckBox(self, -1, name0, (10, 10))
891	cb.SetValue(CHECK_STATE)
892	cb.SetToolTipString("Check mark to fit")
893	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
894	self.sizer4_4.Add( cb,( iy, ix),(1,1),
895	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
896	5)
897	if self.data.__class__.__name__ == "Data2D" or \
898	self.enable2D:
899	cb.Show(True)
900	elif cb.IsShown():
901	cb.Hide()
902	ix = 1
903	value= self.model.getParam(name1)
904	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
905	20),style=wx.TE_PROCESS_ENTER)
906	poly_tip = "Absolute Sigma for %s." % item
907	ctl1.SetToolTipString(poly_tip)
908	ctl1.SetValue(str (format_number(value, True)))
909	if self.data.__class__.__name__ == "Data2D" or \
910	self.enable2D:
911	if first_orient:
912	values.SetLabel('PD[ratio], Sig[deg]')
913	poly_text = "PD(polydispersity for lengths):\n"
914	poly_text += "It should be a value between"
915	poly_text += "0 and 1\n"
916	poly_text += "Sigma for angles: \n"
917	poly_text += "It is the STD (ratio*mean)"
918	poly_text += " of the distribution.\n "
919
920	values.SetToolTipString(poly_text)
921	first_orient = False
922	ctl1.Show(True)
923	elif ctl1.IsShown():
924	ctl1.Hide()
925
926	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
927	## text to show error sign
928	ix = 2
929	text2=wx.StaticText(self, -1, '+/-')
930	self.sizer4_4.Add(text2,(iy, ix),(1,1),
931	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
932
933	text2.Hide()
934
935	ix = 3
936	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
937	style=0)
938
939	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
940	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
941
942	ctl2.Hide()
943	if self.data.__class__.__name__ == "Data2D" or \
944	self.enable2D:
945	if self.is_mac:
946	text2.Show(True)
947	ctl2.Show(True)
948
949	ix = 4
950	ctl3 = self.ModelTextCtrl(self, -1,
951	size=(_BOX_WIDTH/2,20),
952	style=wx.TE_PROCESS_ENTER,
953	text_enter_callback = self._onparamRangeEnter)
954
955	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
956	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
957
958	ctl3.Hide()
959
960	ix = 5
961	ctl4 = self.ModelTextCtrl(self, -1,
962	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
963	text_enter_callback = self._onparamRangeEnter)
964	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
965	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
966	ctl4.Hide()
967
968	if self.data.__class__.__name__ == "Data2D" or \
969	self.enable2D:
970	ctl3.Show(True)
971	ctl4.Show(True)
972
973	elif p=="npts":
974	ix = 6
975	value= self.model.getParam(name2)
976	Tctl = self.ModelTextCtrl(self, -1,
977	size=(_BOX_WIDTH/2.2, 20),
978	style=wx.TE_PROCESS_ENTER)
979
980	Tctl.SetValue(str (format_number(value)))
981	if self.data.__class__.__name__ == "Data2D" or \
982	self.enable2D:
983	Tctl.Show(True)
984	else:
985	Tctl.Hide()
986	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
987	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
988	self.fixed_param.append([None,name2, Tctl,None,None,
989	None, None,None])
990	self.orientation_params_disp.append([None,name2,
991	Tctl,None,None,
992	None, None,None])
993	elif p=="nsigmas":
994	ix = 7
995	value= self.model.getParam(name3)
996	Tct2 = self.ModelTextCtrl(self, -1,
997	size=(_BOX_WIDTH/2.2,20),
998	style=wx.TE_PROCESS_ENTER)
999
1000	Tct2.SetValue(str (format_number(value)))
1001	if self.data.__class__.__name__ == "Data2D" or \
1002	self.enable2D:
1003	Tct2.Show(True)
1004	else:
1005	Tct2.Hide()
1006	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
1007	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
1008
1009
1010	self.fixed_param.append([None,name3, Tct2
1011	,None,None, None, None,None])
1012
1013	self.orientation_params_disp.append([None,name3,
1014	Tct2 ,None,None, None, None,None])
1015
1016
1017	ix = 8
1018	disp_box = wx.ComboBox(self, -1,size=(65,-1),
1019	style=wx.CB_READONLY, name = '%s'% name1)
1020	for key, value in self.polydisp.iteritems():
1021	name_disp = str(key)
1022	disp_box.Append(name_disp,value)
1023	disp_box.SetStringSelection("gaussian")
1024	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
1025	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
1026	self.fittable_param.append([cb,name1,ctl1,text2,
1027	ctl2, ctl3, ctl4, disp_box])
1028	self.orientation_params_disp.append([cb,name1,ctl1,
1029	text2, ctl2, ctl3, ctl4, disp_box])
1030
1031	if self.data.__class__.__name__ == "Data2D" or \
1032	self.enable2D:
1033	disp_box.Show(True)
1034	else:
1035	disp_box.Hide()
1036
1037
1038	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
1039
1040	self.state.model = self.model.clone()
1041	## save state into
1042	self.state.cb1 = self.cb1.GetValue()
1043	self._copy_parameters_state(self.parameters, self.state.parameters)
1044	self._copy_parameters_state(self.orientation_params_disp,
1045	self.state.orientation_params_disp)
1046	self._copy_parameters_state(self.fittable_param,
1047	self.state.fittable_param)
1048	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
1049
1050
1051	wx.PostEvent(self.parent, StatusEvent(status=\
1052	" Selected Distribution: Gaussian"))
1053	#Fill the list of fittable parameters
1054	#self.select_all_param(event=None)
1055	self.get_all_checked_params()
1056	self.Layout()
1057
1058
1059	def _onDraw(self, event):
1060	"""
1061	Update and Draw the model
1062	"""
1063	if self.model ==None:
1064	msg="Please select a Model first..."
1065	wx.MessageBox(msg, 'Info')
1066
1067	return
1068	"""
1069	if not self.data.is_data:
1070	self.npts_x = self.Npts_total.GetValue()
1071	self.Npts_fit.SetValue(self.npts_x)
1072	self.create_default_data()
1073	"""
1074	flag = self._update_paramv_on_fit()
1075
1076	wx.CallAfter(self._onparamEnter_helper)
1077	if not flag:
1078	msg= "The parameters are invalid"
1079	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
1080	return
1081
1082
1083	def _onFit(self, event):
1084	"""
1085	Allow to fit
1086	"""
1087	if self.fit_started:
1088	self._StopFit()
1089
1090	if event != None:
1091	event.Skip()
1092	if len(self.parent._manager.fit_thread_list)>0 and\
1093	self.parent._manager._fit_engine != "park" and\
1094	self._manager.sim_page != None and \
1095	self._manager.sim_page.uid == self.uid:
1096	msg = "The FitEnging will be set to 'ParkMC'\n"
1097	msg += " to fit with more than one data set..."
1098	wx.MessageBox(msg, 'Info')
1099	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1100	# "Fitting: %s"%msg))
1101
1102	if self.data is None:
1103	msg = "Please get Data first..."
1104	wx.MessageBox(msg, 'Info')
1105	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1106	"Fit: %s" % msg))
1107	return
1108	if self.model is None:
1109	msg = "Please select a Model first..."
1110	wx.MessageBox(msg, 'Info')
1111	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1112	"Fit: %s"%msg, type="stop"))
1113	return
1114
1115	if len(self.param_toFit) <= 0:
1116	msg= "Select at least one parameter to fit"
1117	wx.MessageBox(msg, 'Info')
1118	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
1119	type="stop" ))
1120	return
1121
1122	flag = self._update_paramv_on_fit()
1123
1124	if self.batch_on and not self._is_2D():
1125	if not self._validate_Npts_1D():
1126	return
1127
1128	if not flag:
1129	msg= "Fitting range or parameters are invalid"
1130	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
1131	type="stop"))
1132	return
1133
1134	self.select_param(event =None)
1135
1136	#Clear errors if exist from previous fitting
1137	#self._clear_Err_on_Fit()
1138
1139	# Remove or do not allow fitting on the Q=0 point, especially
1140	# when y(q=0)=None at x[0].
1141	self.qmin_x = float(self.qmin.GetValue())
1142	self.qmax_x = float(self.qmax.GetValue())
1143	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1144	self._manager.schedule_for_fit(uid=self.uid,value=1)
1145	self._manager.set_fit_range(uid=self.uid,qmin=self.qmin_x,
1146	qmax=self.qmax_x)
1147
1148	#single fit
1149	self._manager.onFit(uid=self.uid)
1150	self.fit_started = True
1151	self.btFit.SetLabel("Stop")
1152
1153	def get_weight_flag(self):
1154	"""
1155	Get flag corresponding to a given weighting dI data.
1156	"""
1157	button_list = [self.dI_noweight,
1158	self.dI_didata,
1159	self.dI_sqrdata,
1160	self.dI_idata]
1161	flag = 1
1162	for item in button_list:
1163	if item.GetValue():
1164	if button_list.index(item) == 0:
1165	flag = 0 #dy = numpy.ones_like(dy_data)
1166	elif button_list.index(item) == 1:
1167	flag = 1 #dy = dy_data
1168	elif button_list.index(item) == 2:
1169	flag = 2 #dy = numpy.sqrt(numpy.abs(data))
1170	elif button_list.index(item) == 3:
1171	flag = 3 # dy = numpy.abs(data)
1172	break
1173	return flag
1174
1175	def bind_fit_button(self):
1176	"""
1177	bind the fit button to either fit handler or stop fit handler
1178	"""
1179	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
1180	if self.btFit.GetLabel().lower() == "stop":
1181	self.fit_started = True
1182	self.btFit.SetForegroundColour('red')
1183	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
1184	id=self.btFit.GetId())
1185	elif self.btFit.GetLabel().lower() == "fit":
1186	self.fit_started = False
1187	self.btFit.SetDefault()
1188	self.btFit.SetForegroundColour('black')
1189	#self.btFit.SetBackgroundColour(self.default_bt_colour)
1190	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1191	id=self.btFit.GetId())
1192	else:
1193	msg = "FitPage: fit button has unknown label"
1194	raise ValuerError, msg
1195	self._manager._reset_schedule_problem(value=0)
1196
1197	def is_fitting(self):
1198	if self.fit_started:
1199	self._StopFit(event=None)
1200
1201	def _StopFit(self, event=None):
1202	"""
1203	Stop fit
1204	"""
1205	#time.sleep(0.1)
1206	if event != None:
1207	event.Skip()
1208	#if self.engine_type=="scipy":
1209	self._manager.stop_fit(self.uid)
1210	self._manager._reset_schedule_problem(value=0)
1211	self._on_fit_complete()
1212
1213	def rename_model(self):
1214	"""
1215	find a short name for model
1216	"""
1217	if self.model is not None:
1218	self.model.name = "M" + str(self.index_model)
1219
1220
1221	def _on_select_model(self, event=None):
1222	"""
1223	call back for model selection
1224	"""
1225	self.Show(False)
1226	copy_flag = False
1227	is_poly_enabled = None
1228	if event != None:
1229	if (event.GetEventObject() == self.formfactorbox\
1230	and self.structurebox.GetLabel() != 'None')\
1231	or event.GetEventObject() == self.structurebox\
1232	or event.GetEventObject() == self.multifactorbox:
1233	copy_flag = self.get_copy_params()
1234	is_poly_enabled = self.enable_disp.GetValue()
1235
1236	self._on_select_model_helper()
1237	self.set_model_param_sizer(self.model)
1238	if self.model is None:
1239	self._set_bookmark_flag(False)
1240	self._keep.Enable(False)
1241	self._set_save_flag(False)
1242	self.enable_disp.SetValue(False)
1243	self.disable_disp.SetValue(True)
1244	try:
1245	self.set_dispers_sizer()
1246	except:
1247	pass
1248	#self.btFit.SetFocus()
1249	self.state.enable_disp = self.enable_disp.GetValue()
1250	self.state.disable_disp = self.disable_disp.GetValue()
1251	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1252	self.state.slit_smearer = self.slit_smearer.GetValue()
1253
1254	self.state.structurecombobox = self.structurebox.GetLabel()#.GetCurrentSelection()
1255	self.state.formfactorcombobox = self.formfactorbox.GetLabel()#.GetCurrentSelection()
1256	self.enable_fit_button()
1257	if self.model != None:
1258	self.m_name = self.model.name
1259	self.state.m_name = self.m_name
1260	self.rename_model()
1261	self._set_copy_flag(True)
1262	self._set_paste_flag(True)
1263	if self.data is not None:
1264	is_data = check_data_validity(self.data)
1265	if is_data:
1266	self._set_bookmark_flag(True)
1267	self._keep.Enable(True)
1268	self._set_save_flag(True)
1269	# Reset smearer, model and data
1270	if not copy_flag:
1271	self.disable_smearer.SetValue(True)
1272	self.enable_smearer.SetValue(False)
1273
1274	# more disables for 2D
1275	self._set_smear_buttons()
1276
1277	try:
1278	# update smearer sizer
1279	#if not self.enable_smearer.GetValue():
1280	# self.disable_smearer.SetValue(True)
1281	self.onSmear(None)
1282	temp_smear = None
1283	if not self.disable_smearer.GetValue():
1284	# Set the smearer environments
1285	temp_smear = self.current_smearer
1286	except:
1287	raise
1288	## error occured on chisqr computation
1289	#pass
1290	## event to post model to fit to fitting plugins
1291	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1292
1293	## set smearing value whether or not
1294	# the data contain the smearing info
1295	evt = ModelEventbox(model=self.model,
1296	smearer=temp_smear,
1297	enable_smearer=not self.disable_smearer.GetValue(),
1298	qmin=float(self.qmin_x),
1299	uid=self.uid,
1300	caption=self.window_caption,
1301	qmax=float(self.qmax_x))
1302
1303	self._manager._on_model_panel(evt=evt)
1304	self.mbox_description.SetLabel("Model [ %s ]" % str(self.model.name))
1305	self.mbox_description.SetForegroundColour(wx.BLUE)
1306	self.state.model = self.model.clone()
1307	self.state.model.name = self.model.name
1308
1309
1310	if event != None:
1311	## post state to fit panel
1312	new_event = PageInfoEvent(page = self)
1313	wx.PostEvent(self.parent, new_event)
1314	#update list of plugins if new plugin is available
1315	if self.plugin_rbutton.GetValue():
1316	temp = self.parent.update_model_list()
1317	if temp:
1318	self.model_list_box = temp
1319	current_val = self.formfactorbox.GetLabel()
1320	pos = self.formfactorbox.GetSelection()
1321	self._show_combox_helper()
1322	self.formfactorbox.SetSelection(pos)
1323	self.formfactorbox.SetValue(current_val)
1324	# when select a model only from guictr/button
1325	if is_poly_enabled != None:
1326	self.enable_disp.SetValue(is_poly_enabled)
1327	self.disable_disp.SetValue(not is_poly_enabled)
1328	self._set_dipers_Param(event=None)
1329	self.state.enable_disp = self.enable_disp.GetValue()
1330	self.state.disable_disp = self.disable_disp.GetValue()
1331
1332	# Keep the previous param values
1333	if copy_flag:
1334	self.get_paste_params(copy_flag)
1335	wx.CallAfter(self._onDraw, None)
1336
1337	else:
1338	self._draw_model()
1339
1340	if self.batch_on:
1341	self.slit_smearer.Enable(False)
1342	self.pinhole_smearer.Enable(False)
1343	self.btEditMask.Disable()
1344	self.EditMask_title.Disable()
1345
1346	self.Show(True)
1347	self.SetupScrolling()
1348
1349	def _onparamEnter(self,event):
1350	"""
1351	when enter value on panel redraw model according to changed
1352	"""
1353	if self.model ==None:
1354	msg="Please select a Model first..."
1355	wx.MessageBox(msg, 'Info')
1356	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1357	# "Parameters: %s"%msg))
1358	return
1359
1360	#default flag
1361	flag = False
1362	self.fitrange = True
1363	#get event object
1364	tcrtl = event.GetEventObject()
1365
1366	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1367	# updating ... ",type="update"))
1368	#Clear msg if previously shown.
1369	msg= ""
1370	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1371
1372	if check_float(tcrtl):
1373	flag = self._onparamEnter_helper()
1374	self.set_npts2fit()
1375	if self.fitrange:
1376	temp_smearer = None
1377	if not self.disable_smearer.GetValue():
1378	temp_smearer= self.current_smearer
1379	## set smearing value whether or not
1380	# the data contain the smearing info
1381	if self.slit_smearer.GetValue():
1382	flag1 = self.update_slit_smear()
1383	flag = flag or flag1
1384	elif self.pinhole_smearer.GetValue():
1385	flag1 = self.update_pinhole_smear()
1386	flag = flag or flag1
1387	elif self.data.__class__.__name__ != "Data2D" and \
1388	not self.enable2D:
1389	self._manager.set_smearer(smearer=temp_smearer,
1390	fid=self.data.id,
1391	uid=self.uid,
1392	qmin= float(self.qmin_x),
1393	qmax= float(self.qmax_x),
1394	enable_smearer=not self.disable_smearer.GetValue(),
1395	draw=True)
1396	if flag:
1397	#self.compute_chisqr(smearer= temp_smearer)
1398
1399	## new state posted
1400	if self.state_change:
1401	#self._undo.Enable(True)
1402	event = PageInfoEvent(page = self)
1403	wx.PostEvent(self.parent, event)
1404	self.state_change= False
1405	else:
1406	# invalid fit range: do nothing here:
1407	# msg already displayed in validate
1408	return
1409	else:
1410	self.save_current_state()
1411	msg= "Cannot Plot :Must enter a number!!! "
1412	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1413
1414	self.save_current_state()
1415	return
1416
1417	def _onparamRangeEnter(self, event):
1418	"""
1419	Check validity of value enter in the parameters range field
1420	"""
1421	#if self.check_invalid_panel():
1422	# return
1423	tcrtl= event.GetEventObject()
1424	#Clear msg if previously shown.
1425	msg= ""
1426	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1427	# Flag to register when a parameter has changed.
1428	is_modified = False
1429	if tcrtl.GetValue().lstrip().rstrip()!="":
1430	try:
1431	value = float(tcrtl.GetValue())
1432	tcrtl.SetBackgroundColour(wx.WHITE)
1433	self._check_value_enter(self.fittable_param ,is_modified)
1434	self._check_value_enter(self.parameters ,is_modified)
1435	except:
1436	tcrtl.SetBackgroundColour("pink")
1437	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1438	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1439	return
1440	else:
1441	tcrtl.SetBackgroundColour(wx.WHITE)
1442
1443	#self._undo.Enable(True)
1444	self.save_current_state()
1445	event = PageInfoEvent(page = self)
1446	wx.PostEvent(self.parent, event)
1447	self.state_change= False
1448
1449
1450	def _onQrangeEnter(self, event):
1451	"""
1452	Check validity of value enter in the Q range field
1453	"""
1454	tcrtl = event.GetEventObject()
1455	#Clear msg if previously shown.
1456	msg= ""
1457	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1458	# For theory mode
1459	if not self.data.is_data:
1460	self.npts_x = self.Npts_total.GetValue()
1461	self.Npts_fit.SetValue(self.npts_x)
1462	self.create_default_data()
1463	# Flag to register when a parameter has changed.
1464	is_modified = False
1465	if tcrtl.GetValue().lstrip().rstrip()!="":
1466	try:
1467	value = float(tcrtl.GetValue())
1468	tcrtl.SetBackgroundColour(wx.WHITE)
1469
1470	# If qmin and qmax have been modified, update qmin and qmax
1471	if self._validate_qrange( self.qmin, self.qmax):
1472	tempmin = float(self.qmin.GetValue())
1473	if tempmin != self.qmin_x:
1474	self.qmin_x = tempmin
1475	tempmax = float(self.qmax.GetValue())
1476	if tempmax != self.qmax_x:
1477	self.qmax_x = tempmax
1478	else:
1479	tcrtl.SetBackgroundColour("pink")
1480	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1481	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1482	return
1483
1484	except:
1485	tcrtl.SetBackgroundColour("pink")
1486	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1487	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1488	return
1489	#Check if # of points for theory model are valid(>0).
1490	# check for 2d
1491	if self.data.__class__.__name__ == "Data2D" or \
1492	self.enable2D:
1493	# set mask
1494	radius= numpy.sqrt(self.data.qx_data*self.data.qx_data +
1495	self.data.qy_data*self.data.qy_data )
1496	index_data = ((self.qmin_x <= radius)& \
1497	(radius<= self.qmax_x))
1498	index_data = (index_data)&(self.data.mask)
1499	index_data = (index_data)&(numpy.isfinite(self.data.data))
1500	if len(index_data[index_data]) < 10:
1501	msg = "Cannot Plot :No or too little npts in"
1502	msg += " that data range!!! "
1503	wx.PostEvent(self.parent.parent,
1504	StatusEvent(status=msg))
1505	return
1506	else:
1507	#self.data.mask = index_data
1508	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1509	self.set_npts2fit()
1510	else:
1511	index_data = ((self.qmin_x <= self.data.x)& \
1512	(self.data.x <= self.qmax_x))
1513	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1514
1515	self.npts_x = self.Npts_total.GetValue()
1516	self.create_default_data()
1517	self._save_plotting_range()
1518	else:
1519	tcrtl.SetBackgroundColour("pink")
1520	msg= "Model Error:wrong value entered!!!"
1521	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1522
1523	self._draw_model()
1524	self.save_current_state()
1525	event = PageInfoEvent(page = self)
1526	wx.PostEvent(self.parent, event)
1527	self.state_change= False
1528	return
1529
1530	def _clear_Err_on_Fit(self):
1531	"""
1532	hide the error text control shown
1533	after fitting
1534	"""
1535	if self.is_mac:
1536	return
1537	if hasattr(self,"text2_3"):
1538	self.text2_3.Hide()
1539
1540	if len(self.parameters)>0:
1541	for item in self.parameters:
1542	#Skip t ifhe angle parameters if 1D data
1543	if self.data.__class__.__name__ != "Data2D" and \
1544	not self.enable2D:
1545	if item in self.orientation_params:
1546	continue
1547	if item in self.param_toFit:
1548	continue
1549	## hide statictext +/-
1550	if len(item) < 4 :
1551	continue
1552	if item[3]!=None and item[3].IsShown():
1553	item[3].Hide()
1554	## hide textcrtl for error after fit
1555	if item[4]!=None and item[4].IsShown():
1556	item[4].Hide()
1557
1558	if len(self.fittable_param)>0:
1559	for item in self.fittable_param:
1560	#Skip t ifhe angle parameters if 1D data
1561	if self.data.__class__.__name__ != "Data2D" and \
1562	not self.enable2D:
1563	if item in self.orientation_params:
1564	continue
1565	if item in self.param_toFit:
1566	continue
1567	if len(item) < 4 :
1568	continue
1569	## hide statictext +/-
1570	if item[3]!=None and item[3].IsShown():
1571	item[3].Hide()
1572	## hide textcrtl for error after fit
1573	if item[4]!=None and item[4].IsShown():
1574	item[4].Hide()
1575	return
1576
1577	def _get_defult_custom_smear(self):
1578	"""
1579	Get the defult values for custum smearing.
1580	"""
1581	# get the default values
1582	if self.dxl == None: self.dxl = 0.0
1583	if self.dxw == None: self.dxw = ""
1584	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1585	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1586
1587	def _get_smear_info(self):
1588	"""
1589	Get the smear info from data.
1590
1591	:return: self.smear_type, self.dq_l and self.dq_r,
1592	respectively the type of the smear, dq_min and
1593	dq_max for pinhole smear data
1594	while dxl and dxw for slit smear
1595
1596	"""
1597
1598	# default
1599	self.smear_type = None
1600	self.dq_l = None
1601	self.dq_r = None
1602	data = self.data
1603	if self.data is None:
1604	return
1605	elif self.data.__class__.__name__ == "Data2D" or \
1606	self.enable2D:
1607	if data.dqx_data == None or data.dqy_data ==None:
1608	return
1609	elif self.current_smearer != None and (data.dqx_data.any()!=0) and \
1610	(data.dqx_data.any()!=0):
1611	self.smear_type = "Pinhole2d"
1612	self.dq_l = format_number(numpy.average(data.dqx_data))
1613	self.dq_r = format_number(numpy.average(data.dqy_data))
1614	return
1615	else:
1616	return
1617	# check if it is pinhole smear and get min max if it is.
1618	if data.dx != None and all(data.dx !=0):
1619	self.smear_type = "Pinhole"
1620	self.dq_l = data.dx[0]
1621	self.dq_r = data.dx[-1]
1622
1623	# check if it is slit smear and get min max if it is.
1624	elif data.dxl != None or data.dxw != None:
1625	self.smear_type = "Slit"
1626	if data.dxl != None and all(data.dxl !=0):
1627	self.dq_l = data.dxl[0]
1628	if data.dxw != None and all(data.dxw !=0):
1629	self.dq_r = data.dxw[0]
1630	#return self.smear_type,self.dq_l,self.dq_r
1631
1632	def _show_smear_sizer(self):
1633	"""
1634	Show only the sizers depending on smear selection
1635	"""
1636	# smear disabled
1637	if self.disable_smearer.GetValue():
1638	self.smear_description_none.Show(True)
1639	# 2Dsmear
1640	elif self._is_2D():
1641	self.smear_description_accuracy_type.Show(True)
1642	self.smear_accuracy.Show(True)
1643	self.smear_description_accuracy_type.Show(True)
1644	self.smear_description_2d.Show(True)
1645	self.smear_description_2d_x.Show(True)
1646	self.smear_description_2d_y.Show(True)
1647	if self.pinhole_smearer.GetValue():
1648	self.smear_pinhole_min.Show(True)
1649	self.smear_pinhole_max.Show(True)
1650	# smear from data
1651	elif self.enable_smearer.GetValue():
1652
1653	self.smear_description_dqdata.Show(True)
1654	if self.smear_type != None:
1655	self.smear_description_smear_type.Show(True)
1656	if self.smear_type == 'Slit':
1657	self.smear_description_slit_height.Show(True)
1658	self.smear_description_slit_width.Show(True)
1659	elif self.smear_type == 'Pinhole':
1660	self.smear_description_pin_min.Show(True)
1661	self.smear_description_pin_max.Show(True)
1662	self.smear_description_smear_type.Show(True)
1663	self.smear_description_type.Show(True)
1664	self.smear_data_left.Show(True)
1665	self.smear_data_right.Show(True)
1666	# custom pinhole smear
1667	elif self.pinhole_smearer.GetValue():
1668	if self.smear_type == 'Pinhole':
1669	self.smear_message_new_p.Show(True)
1670	self.smear_description_pin_min.Show(True)
1671	self.smear_description_pin_max.Show(True)
1672
1673	self.smear_pinhole_min.Show(True)
1674	self.smear_pinhole_max.Show(True)
1675	# custom slit smear
1676	elif self.slit_smearer.GetValue():
1677	self.smear_message_new_s.Show(True)
1678	self.smear_description_slit_height.Show(True)
1679	self.smear_slit_height.Show(True)
1680	self.smear_description_slit_width.Show(True)
1681	self.smear_slit_width.Show(True)
1682
1683	def _hide_all_smear_info(self):
1684	"""
1685	Hide all smearing messages in the set_smearer sizer
1686	"""
1687	self.smear_description_none.Hide()
1688	self.smear_description_dqdata.Hide()
1689	self.smear_description_type.Hide()
1690	self.smear_description_smear_type.Hide()
1691	self.smear_description_accuracy_type.Hide()
1692	self.smear_description_2d_x.Hide()
1693	self.smear_description_2d_y.Hide()
1694	self.smear_description_2d.Hide()
1695
1696	self.smear_accuracy.Hide()
1697	self.smear_data_left.Hide()
1698	self.smear_data_right.Hide()
1699	self.smear_description_pin_min.Hide()
1700	self.smear_pinhole_min.Hide()
1701	self.smear_description_pin_max.Hide()
1702	self.smear_pinhole_max.Hide()
1703	self.smear_description_slit_height.Hide()
1704	self.smear_slit_height.Hide()
1705	self.smear_description_slit_width.Hide()
1706	self.smear_slit_width.Hide()
1707	self.smear_message_new_p.Hide()
1708	self.smear_message_new_s.Hide()
1709
1710	def _set_accuracy_list(self):
1711	"""
1712	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1713	"""
1714	# list of accuracy choices
1715	list = ['Low','Med','High','Xhigh']
1716	for idx in range(len(list)):
1717	self.smear_accuracy.Append(list[idx],idx)
1718
1719	def _set_fun_box_list(self,fun_box):
1720	"""
1721	Set the list of func for multifunctional models
1722	"""
1723	# Check if it is multi_functional model
1724	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1725	and not self.temp_multi_functional:
1726	return None
1727	# Get the func name list
1728	list = self.model.fun_list
1729	if len(list) == 0:
1730	return None
1731	# build function (combo)box
1732	ind = 0
1733	while(ind < len(list)):
1734	for key, val in list.iteritems():
1735	if (val == ind):
1736	fun_box.Append(key,val)
1737	break
1738	ind += 1
1739
1740	def _on_select_accuracy(self,event):
1741	"""
1742	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1743	"""
1744	#event.Skip()
1745	# Check if the accuracy is same as before
1746	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1747	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1748	if self.pinhole_smearer.GetValue():
1749	self.onPinholeSmear(event=None)
1750	else:
1751	self.onSmear(event=None)
1752	if self.current_smearer != None:
1753	self.current_smearer.set_accuracy(accuracy =
1754	self.smear2d_accuracy)
1755	event.Skip()
1756
1757	def _on_fun_box(self,event):
1758	"""
1759	Select an func: Erf,Rparabola,LParabola
1760	"""
1761	fun_val = None
1762	fun_box = event.GetEventObject()
1763	name = fun_box.Name
1764	value = fun_box.GetValue()
1765	if self.model.fun_list.has_key(value):
1766	fun_val = self.model.fun_list[value]
1767
1768	self.model.setParam(name,fun_val)
1769	# save state
1770	self._copy_parameters_state(self.str_parameters,
1771	self.state.str_parameters)
1772	# update params
1773	self._update_paramv_on_fit()
1774	# draw
1775	self._draw_model()
1776	self.Refresh()
1777	# get ready for new event
1778	event.Skip()
1779
1780	def _onMask(self, event):
1781	"""
1782	Build a panel to allow to edit Mask
1783	"""
1784
1785	from sans.guiframe.local_perspectives.plotting.masking \
1786	import MaskPanel as MaskDialog
1787
1788	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1789	#self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1790	self.panel.ShowModal()
1791	#wx.PostEvent(self.parent, event)
1792
1793	def _draw_masked_model(self, event):
1794	"""
1795	Draw model image w/mask
1796	"""
1797	#event.Skip()
1798	is_valid_qrange = self._update_paramv_on_fit()
1799
1800	if is_valid_qrange and self.model != None:
1801	#self.panel.Show(0)
1802	#self.panel.Destroy() # frame
1803	self.panel.MakeModal(False)
1804	event.Skip()
1805	# try re draw the model plot if it exists
1806	self._draw_model()
1807	self.set_npts2fit()
1808	elif self.model == None:
1809	#self.panel.Show(0)
1810	#self.panel.Destroy() # frame
1811	self.panel.MakeModal(False)
1812	event.Skip()
1813	self.set_npts2fit()
1814	msg= "No model is found on updating MASK in the model plot... "
1815	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1816	else:
1817	event.Skip()
1818	msg = ' Please consider your Q range, too.'
1819	self.panel.ShowMessage(msg)
1820
1821
1822	def _set_smear(self, data):
1823	"""
1824	"""
1825	if data is None:
1826	return
1827	self.current_smearer = smear_selection(data, self.model)
1828	flag = self.disable_smearer.GetValue()
1829	self.disable_smearer.SetValue(flag)
1830	if self.current_smearer == None:
1831	self.enable_smearer.Disable()
1832	else:
1833	self.enable_smearer.Enable()
1834	if not flag:
1835	self.onSmear(None)
1836
1837	def _mac_sleep(self, sec=0.2):
1838	"""
1839	Give sleep to MAC
1840	"""
1841	if self.is_mac:
1842	time.sleep(sec)
1843
1844	def get_view_mode(self):
1845	"""
1846	return True if the panel allow 2D or False if 1D
1847	"""
1848	return self.enable2D
1849
1850	def compute_data_set_range(self, data_list):
1851	"""
1852	find the range that include all data in the set
1853	return the minimum and the maximum values
1854	"""
1855	if data_list is not None and data_list != []:
1856	for data in data_list:
1857	qmin, qmax, npts = self.compute_data_range(data)
1858	self.qmin_data_set = min(self.qmin_data_set, qmin)
1859	self.qmax_data_set = max(self.qmax_data_set, qmax)
1860	self.npts_data_set += npts
1861	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1862
1863	def compute_data_range(self, data):
1864	"""
1865	compute the minimum and the maximum range of the data
1866	return the npts contains in data
1867	:param data:
1868	"""
1869	qmin, qmax, npts = None, None, None
1870	if data is not None:
1871	if not hasattr(data,"data"):
1872	qmin = min(data.x)
1873	# Maximum value of data
1874	qmax = max(data.x)
1875	npts = len(data.x)
1876	else:
1877	qmin = 0
1878	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1879	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1880	## Maximum value of data
1881	qmax = math.sqrt(xx + yy)
1882	npts = len(data.data)
1883	return qmin, qmax, npts
1884
1885
1886	def set_data(self, data):
1887	"""
1888	reset the current data
1889	"""
1890	from sans.guiframe.dataFitting import check_data_validity
1891	id = None
1892	flag = False
1893	is_data = False
1894	if self.data is not None:
1895	is_data = check_data_validity(self.data)
1896	if not is_data and data is not None:
1897	flag = True
1898	if data is not None:
1899	id = data.id
1900	if is_data:
1901	self.graph_id = self.data.group_id
1902	flag = (data.id != self.data.id)
1903	self.data = data
1904	if check_data_validity(data):
1905	self.graph_id = data.group_id
1906	self.data.group_id = self.graph_id
1907
1908	if self.data is None:
1909	data_name = ""
1910	self._set_bookmark_flag(False)
1911	self._keep.Enable(False)
1912	self._set_save_flag(False)
1913	else:
1914	if self.model != None:
1915	self._set_bookmark_flag(True)
1916	self._keep.Enable(True)
1917
1918	self._set_save_flag(True)
1919	self._set_preview_flag(True)
1920
1921	self._set_smear(data)
1922	# more disables for 2D
1923	if self.data.__class__.__name__ == "Data2D" or \
1924	self.enable2D:
1925	self.slit_smearer.Disable()
1926	self.pinhole_smearer.Enable(True)
1927	self.default_mask = copy.deepcopy(self.data.mask)
1928	if self.data.err_data == None or\
1929	(self.data.err_data == 1).all() or\
1930	(self.data.err_data == 0).all():
1931	self.dI_didata.Enable(False)
1932	self.dI_noweight.SetValue(True)
1933	self.weightbt_string = self.dI_noweight.GetLabelText()
1934	else:
1935	self.dI_didata.Enable(True)
1936	self.dI_didata.SetValue(True)
1937	self.weightbt_string = self.dI_didata.GetLabelText()
1938	else:
1939	self.slit_smearer.Enable(True)
1940	self.pinhole_smearer.Enable(True)
1941	if self.data.dy == None or\
1942	(self.data.dy == 1).all() or\
1943	(self.data.dy == 0).all():
1944	self.dI_didata.Enable(False)
1945	self.dI_noweight.SetValue(True)
1946	self.weightbt_string = self.dI_noweight.GetLabelText()
1947	else:
1948	self.dI_didata.Enable(True)
1949	self.dI_didata.SetValue(True)
1950	self.weightbt_string = self.dI_didata.GetLabelText()
1951	# Enable weighting radio uttons
1952	self.dI_noweight.Enable(True)
1953	self.dI_sqrdata.Enable(True)
1954	self.dI_idata.Enable(True)
1955
1956	self.formfactorbox.Enable()
1957	self.structurebox.Enable()
1958	data_name = self.data.name
1959	_, _, npts = self.compute_data_range(self.data)
1960	#set maximum range for x in linear scale
1961	if not hasattr(self.data, "data"): #Display only for 1D data fit
1962	self.btEditMask.Disable()
1963	self.EditMask_title.Disable()
1964	else:
1965	self.btEditMask.Enable()
1966	self.EditMask_title.Enable()
1967
1968	self.Npts_total.SetValue(str(npts))
1969	#default:number of data points selected to fit
1970	self.Npts_fit.SetValue(str(npts))
1971	self.Npts_total.SetEditable(False)
1972	self.Npts_total.SetBackgroundColour(\
1973	self.GetParent().GetBackgroundColour())
1974
1975	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1976	self.dataSource.SetValue(data_name)
1977	self.state.data = data
1978	self.enable_fit_button()
1979	# send graph_id to page_finder
1980	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1981	#focus the page
1982	if check_data_validity(data):
1983	self.data_box_description.SetForegroundColour(wx.BLUE)
1984
1985	if self.batch_on:
1986	self.slit_smearer.Enable(False)
1987	self.pinhole_smearer.Enable(False)
1988	self.btEditMask.Disable()
1989	self.EditMask_title.Disable()
1990
1991
1992	self.on_set_focus(None)
1993	self.Refresh()
1994	#update model plot with new data information
1995	if flag:
1996	#set model view button
1997	if not self.enable_smearer.GetValue():
1998	self.disable_smearer.SetValue(True)
1999	self.onSmear(None)
2000	#self._set_smear(self.data)
2001
2002	if self.data.__class__.__name__ == "Data2D":
2003	self.enable2D = True
2004	self.model_view.SetLabel("2D Mode")
2005	else:
2006	self.enable2D = False
2007	self.model_view.SetLabel("1D Mode")
2008	self.model_view.Disable()
2009	#replace data plot on combo box selection
2010	#by removing the previous selected data
2011	wx.PostEvent(self._manager.parent, NewPlotEvent(action="remove",
2012	group_id=self.graph_id, id=id))
2013	#plot the current selected data
2014	wx.PostEvent(self._manager.parent, NewPlotEvent(plot=self.data,
2015	title=str(self.data.title)))
2016	#self._manager.store_data(uid=self.uid, data_list=self.data_list,
2017	# caption=self.window_name)
2018	self._draw_model()
2019
2020	def _npts_click(self, event):
2021	"""
2022	Prevent further handling of the mouse event on Npts_total
2023	by not calling Skip().
2024	"""
2025	pass
2026
2027	def reset_page(self, state,first=False):
2028	"""
2029	reset the state
2030	"""
2031	self.reset_page_helper(state)
2032
2033	self.select_param(event = None)
2034	#Save state_fit
2035	self.save_current_state_fit()
2036	self._lay_out()
2037	self.Refresh()
2038
2039	def get_range(self):
2040	"""
2041	return the fitting range
2042	"""
2043	return float(self.qmin_x) , float(self.qmax_x)
2044
2045	def get_npts2fit(self):
2046	"""
2047	return numbers of data points within qrange
2048
2049	:Note: This is for Park where chi2 is not normalized by Npts of fit
2050
2051	"""
2052	if self.data is None:
2053	return
2054	npts2fit = 0
2055	qmin,qmax = self.get_range()
2056	if self.data.__class__.__name__ == "Data2D" or \
2057	self.enable2D:
2058	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
2059	self.data.qy_data*self.data.qy_data )
2060	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
2061	index_data= (index_data)&(self.data.mask)
2062	index_data = (index_data)&(numpy.isfinite(self.data.data))
2063	npts2fit = len(self.data.data[index_data])
2064	else:
2065	for qx in self.data.x:
2066	if qx >= qmin and qx <= qmax:
2067	npts2fit += 1
2068	return npts2fit
2069
2070	def set_npts2fit(self):
2071	"""
2072	setValue Npts for fitting
2073	"""
2074	self.Npts_fit.SetValue(str(self.get_npts2fit()))
2075
2076	def get_chi2(self):
2077	"""
2078	return the current chi2
2079	"""
2080	return self.tcChi.GetValue()
2081
2082	def get_param_list(self):
2083	"""
2084	:return self.param_toFit: list containing references to TextCtrl
2085	checked.Theses TextCtrl will allow reference to parameters to fit.
2086
2087	:raise: if return an empty list of parameter fit will nnote work
2088	properly so raise ValueError,"missing parameter to fit"
2089	"""
2090	if self.param_toFit !=[]:
2091	return self.param_toFit
2092	else:
2093	msg = "missing parameters to fit"
2094	wx.MessageBox(msg, 'warning')
2095	return False
2096	#raise ValueError,"missing parameters to fit"
2097
2098	def onsetValues(self, chisqr, p_name, out, cov):
2099	"""
2100	Build the panel from the fit result
2101
2102	:param chisqr: Value of the goodness of fit metric
2103	:param p_name: the name of parameters
2104	:param out: list of parameter with the best value found during fitting
2105	:param cov: Covariance matrix
2106
2107	"""
2108	# make sure stop button to fit button all the time
2109	self._on_fit_complete()
2110	if out == None or not numpy.isfinite(chisqr):
2111	raise ValueError,"Fit error occured..."
2112
2113	is_modified = False
2114	has_error = False
2115	dispersity = ''
2116
2117	#Hide textctrl boxes of errors.
2118	self._clear_Err_on_Fit()
2119
2120	#Check if chi2 is finite
2121	if chisqr != None and numpy.isfinite(chisqr):
2122	#format chi2
2123	if self.engine_type == "park":
2124	npt_fit = float(self.get_npts2fit())
2125	# Taking care this in parkemgine
2126	#if npt_fit > 0:
2127	# chisqr =chisqr/npt_fit
2128	chi2 = format_number(chisqr, True)
2129	self.tcChi.SetValue(chi2)
2130	self.tcChi.Refresh()
2131	else:
2132	self.tcChi.SetValue("-")
2133
2134	#Hide error title
2135	if self.text2_3.IsShown() and not self.is_mac:
2136	self.text2_3.Hide()
2137
2138	try:
2139	if self.enable_disp.GetValue():
2140	if hasattr(self,"text_disp_1" ):
2141	if self.text_disp_1 != None and not self.is_mac:
2142	self.text_disp_1.Hide()
2143	except:
2144	dispersity = None
2145	pass
2146
2147
2148	i = 0
2149	#Set the panel when fit result are list
2150	for item in self.param_toFit:
2151	if len(item)>5 and item != None:
2152	## reset error value to initial state
2153	if not self.is_mac:
2154	item[3].Hide()
2155	item[4].Hide()
2156	for ind in range(len(out)):
2157	if item[1] == p_name[ind]:
2158	break
2159	if len(out)<=len(self.param_toFit) and out[ind] !=None:
2160	val_out = format_number(out[ind], True)
2161	item[2].SetValue(val_out)
2162
2163	if(cov !=None and len(cov) == len(out)):
2164	try:
2165	if dispersity !=None:
2166	if self.enable_disp.GetValue():
2167	if hasattr(self,"text_disp_1" ):
2168	if self.text_disp_1!=None:
2169	if not self.text_disp_1.IsShown()\
2170	and not self.is_mac:
2171	self.text_disp_1.Show(True)
2172	except:
2173	pass
2174
2175	if cov[ind]!=None :
2176	if numpy.isfinite(float(cov[ind])):
2177	val_err = format_number(cov[ind], True)
2178	if not self.is_mac:
2179	item[3].Show(True)
2180	item[4].Show(True)
2181	item[4].SetValue(val_err)
2182	has_error = True
2183	i += 1
2184	#Show error title when any errors displayed
2185	if has_error:
2186	if not self.text2_3.IsShown():
2187	self.text2_3.Show(True)
2188	## save current state
2189	self.save_current_state()
2190
2191	#self._lay_out()
2192	if not self.is_mac:
2193	self.Layout()
2194	self.Refresh()
2195	self._mac_sleep(0.1)
2196	#plot model ( when drawing, do not update chisqr value again)
2197	self._draw_model(update_chisqr=False, source = 'fit')
2198	#PostStatusEvent
2199	#msg = "Fit completed!dddd "
2200	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2201
2202	def onWeighting(self, event):
2203	"""
2204	On Weighting radio button event, sets the weightbt_string
2205	"""
2206	self.weightbt_string = event.GetEventObject().GetLabelText()
2207	self._set_weight()
2208
2209	def _set_weight(self, is_2D=None):
2210	"""
2211	Set weight in fit problem
2212	"""
2213	# compute weight for the current data
2214	from .utils import get_weight
2215	flag_weight = self.get_weight_flag()
2216	if is_2D == None:
2217	is_2D = self._is_2D()
2218	weight = get_weight(data=self.data,
2219	is2d=is_2D,
2220	flag=flag_weight)
2221	self._manager.set_fit_weight(uid=self.uid,
2222	flag=flag_weight,
2223	is2d=is_2D,
2224	fid=None)
2225
2226	def onPinholeSmear(self, event):
2227	"""
2228	Create a custom pinhole smear object that will change the way residuals
2229	are compute when fitting
2230
2231	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2232	None for 1D
2233
2234	"""
2235	if self.model == None:
2236	self.disable_smearer.SetValue(True)
2237	if event == None:
2238	return
2239	msg="Please select a Model first..."
2240	wx.MessageBox(msg, 'Info')
2241	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2242	"Smear: %s"%msg))
2243	return
2244
2245	# Need update param values
2246	self._update_paramv_on_fit()
2247
2248	# msg default
2249	msg = None
2250	if event != None:
2251	tcrtl= event.GetEventObject()
2252	# event case of radio button
2253	if tcrtl.GetValue()== True:
2254	self.dx_min = 0.0
2255	self.dx_max = 0.0
2256	is_new_pinhole = True
2257	else:
2258	is_new_pinhole = self._is_changed_pinhole()
2259	else:
2260	is_new_pinhole = True
2261	# if any value is changed
2262	if is_new_pinhole:
2263	msg = self._set_pinhole_smear()
2264	# hide all silt sizer
2265	self._hide_all_smear_info()
2266
2267	##Calculate chi2
2268	temp_smearer = self.current_smearer
2269	#self.compute_chisqr(smearer= temp_smearer)
2270
2271	# show relevant slit sizers
2272	self._show_smear_sizer()
2273
2274	self.sizer_set_smearer.Layout()
2275	self.Layout()
2276
2277	if event != None:
2278	event.Skip()
2279	#self._undo.Enable(True)
2280	self.save_current_state()
2281	event = PageInfoEvent(page = self)
2282	wx.PostEvent(self.parent, event)
2283
2284	def _is_changed_pinhole(self):
2285	"""
2286	check if any of pinhole smear is changed
2287
2288	:return: True or False
2289
2290	"""
2291	# get the values
2292	pin_min = self.smear_pinhole_min.GetValue()
2293	pin_max = self.smear_pinhole_max.GetValue()
2294
2295	# Check changes in slit width
2296	try:
2297	dx_min = float(pin_min)
2298	except:
2299	return True
2300	if self.dx_min != dx_min:
2301	return True
2302
2303	# Check changes in slit heigth
2304	try:
2305	dx_max = float(pin_max)
2306	except:
2307	return True
2308	if self.dx_max != dx_max:
2309	return True
2310	return False
2311
2312	def _set_pinhole_smear(self):
2313	"""
2314	Set custom pinhole smear
2315
2316	:return: msg
2317
2318	"""
2319	# copy data
2320	data = copy.deepcopy(self.data)
2321	if self._is_2D():
2322	self.smear_type = 'Pinhole2d'
2323	len_data = len(data.data)
2324	data.dqx_data = numpy.zeros(len_data)
2325	data.dqy_data = numpy.zeros(len_data)
2326	else:
2327	self.smear_type = 'Pinhole'
2328	len_data = len(data.x)
2329	data.dx = numpy.zeros(len_data)
2330	data.dxl = None
2331	data.dxw = None
2332	msg = None
2333
2334	get_pin_min = self.smear_pinhole_min
2335	get_pin_max = self.smear_pinhole_max
2336
2337	if not check_float(get_pin_min):
2338	get_pin_min.SetBackgroundColour("pink")
2339	msg= "Model Error:wrong value entered!!!"
2340	elif not check_float(get_pin_max ):
2341	get_pin_max.SetBackgroundColour("pink")
2342	msg= "Model Error:wrong value entered!!!"
2343	else:
2344	if len_data < 2: len_data = 2
2345	self.dx_min = float(get_pin_min.GetValue())
2346	self.dx_max = float(get_pin_max.GetValue())
2347	if self.dx_min < 0:
2348	get_pin_min.SetBackgroundColour("pink")
2349	msg= "Model Error:This value can not be negative!!!"
2350	elif self.dx_max <0:
2351	get_pin_max.SetBackgroundColour("pink")
2352	msg= "Model Error:This value can not be negative!!!"
2353	elif self.dx_min != None and self.dx_max != None:
2354	if self._is_2D():
2355	data.dqx_data[data.dqx_data==0] = self.dx_min
2356	data.dqy_data[data.dqy_data==0] = self.dx_max
2357	elif self.dx_min == self.dx_max:
2358	data.dx[data.dx==0] = self.dx_min
2359	else:
2360	step = (self.dx_max - self.dx_min)/(len_data-1)
2361	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2362	step)
2363	elif self.dx_min != None:
2364	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2365	else: data.dx[data.dx==0] = self.dx_min
2366	elif self.dx_max != None:
2367	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2368	else: data.dx[data.dx==0] = self.dx_max
2369	self.current_smearer = smear_selection(data, self.model)
2370	# 2D need to set accuracy
2371	if self._is_2D():
2372	self.current_smearer.set_accuracy(accuracy = \
2373	self.smear2d_accuracy)
2374
2375	if msg != None:
2376	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2377	else:
2378	get_pin_min.SetBackgroundColour("white")
2379	get_pin_max.SetBackgroundColour("white")
2380	## set smearing value whether or not the data contain the smearing info
2381
2382	self._manager.set_smearer(smearer=self.current_smearer,
2383	fid=self.data.id,
2384	qmin=float(self.qmin_x),
2385	qmax= float(self.qmax_x),
2386	enable_smearer=not self.disable_smearer.GetValue(),
2387	uid=self.uid)
2388	return msg
2389
2390	def update_pinhole_smear(self):
2391	"""
2392	called by kill_focus on pinhole TextCntrl
2393	to update the changes
2394
2395	:return: False when wrong value was entered
2396
2397	"""
2398	# msg default
2399	msg = None
2400	# check if any value is changed
2401	if self._is_changed_pinhole():
2402	msg = self._set_pinhole_smear()
2403	#self._undo.Enable(True)
2404	wx.CallAfter(self.save_current_state)
2405
2406	if msg != None:
2407	return False
2408	else:
2409	return True
2410
2411	def onSlitSmear(self, event):
2412	"""
2413	Create a custom slit smear object that will change the way residuals
2414	are compute when fitting
2415	"""
2416	if self.model == None:
2417	self.disable_smearer.SetValue(True)
2418	if event == None:
2419	return
2420	msg="Please select a Model first..."
2421	wx.MessageBox(msg, 'Info')
2422	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2423	"Smear: %s"%msg))
2424	return
2425
2426	# Need update param values
2427	self._update_paramv_on_fit()
2428
2429	# msg default
2430	msg = None
2431	# for event given
2432	if event != None:
2433	tcrtl= event.GetEventObject()
2434	# event case of radio button
2435	if tcrtl.GetValue():
2436	self.dxl = 0.0
2437	self.dxw = 0.0
2438	is_new_slit = True
2439	else:
2440	is_new_slit = self._is_changed_slit()
2441	else:
2442	is_new_slit = True
2443
2444	# if any value is changed
2445	if is_new_slit:
2446	msg = self._set_slit_smear()
2447
2448	# hide all silt sizer
2449	self._hide_all_smear_info()
2450	##Calculate chi2
2451	#self.compute_chisqr(smearer= self.current_smearer)
2452	# show relevant slit sizers
2453	self._show_smear_sizer()
2454	self.sizer_set_smearer.Layout()
2455	self.Layout()
2456
2457	if event != None:
2458	event.Skip()
2459	#self._undo.Enable(True)
2460	self.save_current_state()
2461	event = PageInfoEvent(page = self)
2462	wx.PostEvent(self.parent, event)
2463	if msg != None:
2464	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2465
2466	def _is_changed_slit(self):
2467	"""
2468	check if any of slit lengths is changed
2469
2470	:return: True or False
2471
2472	"""
2473	# get the values
2474	width = self.smear_slit_width.GetValue()
2475	height = self.smear_slit_height.GetValue()
2476
2477	# check and change the box bg color if it was pink
2478	# but it should be white now
2479	# because this is the case that _set_slit_smear() will not handle
2480	if height.lstrip().rstrip()=="":
2481	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2482	if width.lstrip().rstrip()=="":
2483	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2484
2485	# Check changes in slit width
2486	if width == "":
2487	dxw = 0.0
2488	else:
2489	try:
2490	dxw = float(width)
2491	except:
2492	return True
2493	if self.dxw != dxw:
2494	return True
2495
2496	# Check changes in slit heigth
2497	if height == "":
2498	dxl = 0.0
2499	else:
2500	try:
2501	dxl = float(height)
2502	except:
2503	return True
2504	if self.dxl != dxl:
2505	return True
2506
2507	return False
2508
2509	def _set_slit_smear(self):
2510	"""
2511	Set custom slit smear
2512
2513	:return: message to inform the user about the validity
2514	of the values entered for slit smear
2515	"""
2516	if self.data.__class__.__name__ == "Data2D" or \
2517	self.enable2D:
2518	return
2519	temp_smearer = None
2520	# make sure once more if it is smearer
2521	data = copy.deepcopy(self.data)
2522	data_len = len(data.x)
2523	data.dx = None
2524	data.dxl = None
2525	data.dxw = None
2526	msg = None
2527
2528	try:
2529	self.dxl = float(self.smear_slit_height.GetValue())
2530	data.dxl = self.dxl* numpy.ones(data_len)
2531	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2532	except:
2533	data.dxl = numpy.zeros(data_len)
2534	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2535	self.smear_slit_height.SetBackgroundColour("pink")
2536	msg = "Wrong value entered... "
2537	else:
2538	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2539	try:
2540	self.dxw = float(self.smear_slit_width.GetValue())
2541	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2542	data.dxw = self.dxw* numpy.ones(data_len)
2543	except:
2544	data.dxw = numpy.zeros(data_len)
2545	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2546	self.smear_slit_width.SetBackgroundColour("pink")
2547	msg = "Wrong Fit value entered... "
2548	else:
2549	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2550
2551	self.current_smearer = smear_selection(data, self.model)
2552	#temp_smearer = self.current_smearer
2553	## set smearing value whether or not the data contain the smearing info
2554	self._manager.set_smearer(smearer=self.current_smearer,
2555	fid=self.data.id,
2556	qmin=float(self.qmin_x),
2557	qmax= float(self.qmax_x),
2558	enable_smearer=not self.disable_smearer.GetValue(),
2559	uid=self.uid)
2560	return msg
2561
2562	def update_slit_smear(self):
2563	"""
2564	called by kill_focus on pinhole TextCntrl
2565	to update the changes
2566
2567	:return: False when wrong value was entered
2568
2569	"""
2570	# msg default
2571	msg = None
2572	# check if any value is changed
2573	if self._is_changed_slit():
2574	msg = self._set_slit_smear()
2575	#self._undo.Enable(True)
2576	self.save_current_state()
2577
2578	if msg != None:
2579	return False
2580	else:
2581	return True
2582
2583	def onSmear(self, event):
2584	"""
2585	Create a smear object that will change the way residuals
2586	are compute when fitting
2587	"""
2588	if event != None:
2589	event.Skip()
2590	if self.data is None:
2591	return
2592
2593	if self.model == None:
2594	self.disable_smearer.SetValue(True)
2595	if event == None:
2596	return
2597	msg="Please select a Model first..."
2598	wx.MessageBox(msg, 'Info')
2599	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2600	"Smear: %s"%msg))
2601	return
2602	# Need update param values
2603	self._update_paramv_on_fit()
2604	temp_smearer = self.on_smear_helper()
2605
2606	self.sizer_set_smearer.Layout()
2607	self.Layout()
2608	self._set_weight()
2609
2610	## set smearing value whether or not the data contain the smearing info
2611	wx.CallAfter(self._manager.set_smearer, uid=self.uid, smearer=temp_smearer,
2612	fid=self.data.id,
2613	qmin=float(self.qmin_x),
2614	qmax=float(self.qmax_x),
2615	enable_smearer=not self.disable_smearer.GetValue(),
2616	draw=True)
2617
2618	self.state.enable_smearer= self.enable_smearer.GetValue()
2619	self.state.disable_smearer=self.disable_smearer.GetValue()
2620	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2621	self.state.slit_smearer = self.slit_smearer.GetValue()
2622
2623	def on_smear_helper(self, update=False):
2624	"""
2625	Help for onSmear
2626
2627	:param update: force or not to update
2628	"""
2629	self._get_smear_info()
2630	temp_smearer = None
2631	#renew smear sizer
2632	if self.smear_type != None:
2633	self.smear_description_smear_type.SetValue(str(self.smear_type))
2634	self.smear_data_left.SetValue(str(self.dq_l))
2635	self.smear_data_right.SetValue(str(self.dq_r))
2636
2637	self._hide_all_smear_info()
2638	data = copy.deepcopy(self.data)
2639
2640	# make sure once more if it is smearer
2641	temp_smearer = smear_selection(data, self.model)
2642	if self.current_smearer != temp_smearer or update:
2643	self.current_smearer = temp_smearer
2644	if self.enable_smearer.GetValue():
2645	if hasattr(self.data,"dxl"):
2646	msg= ": Resolution smearing parameters"
2647	if hasattr(self.data,"dxw"):
2648	msg= ": Slit smearing parameters"
2649	if self.current_smearer ==None:
2650	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2651	"Data contains no smearing information"))
2652	else:
2653	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2654	"Data contains smearing information"))
2655
2656	#self.smear_description_dqdata.Show(True)
2657	self.smear_data_left.Show(True)
2658	self.smear_data_right.Show(True)
2659	temp_smearer= self.current_smearer
2660	elif self.disable_smearer.GetValue():
2661	self.smear_description_none.Show(True)
2662	elif self.pinhole_smearer.GetValue():
2663	self.onPinholeSmear(None)
2664	elif self.slit_smearer.GetValue():
2665	self.onSlitSmear(None)
2666	self._show_smear_sizer()
2667
2668	return temp_smearer
2669
2670	def on_complete_chisqr(self, event):
2671	"""
2672	Display result chisqr on the panel
2673	:event: activated by fitting/ complete after draw
2674	"""
2675	try:
2676	if event == None:
2677	output= "-"
2678	elif not numpy.isfinite(event.output):
2679	output= "-"
2680	else:
2681	output = event.output
2682	self.tcChi.SetValue(str(format_number(output, True)))
2683	self.state.tcChi = self.tcChi.GetValue()
2684	except:
2685	pass
2686
2687
2688	def get_all_checked_params(self):
2689	"""
2690	Found all parameters current check and add them to list of parameters to
2691	fit
2692	"""
2693	self.param_toFit = []
2694	for item in self.parameters:
2695	if item[0].GetValue() and item not in self.param_toFit:
2696	self.param_toFit.append(item)
2697	for item in self.fittable_param:
2698	if item[0].GetValue() and item not in self.param_toFit:
2699	self.param_toFit.append(item)
2700	self.save_current_state_fit()
2701
2702
2703	event = PageInfoEvent(page = self)
2704	wx.PostEvent(self.parent, event)
2705	param2fit = []
2706	for item in self.param_toFit:
2707	if item[0]:
2708	param2fit.append(item[1])
2709	self.parent._manager.set_param2fit(self.uid, param2fit)
2710
2711	def select_all_param(self, event):
2712	"""
2713	set to true or false all checkBox given the main checkbox value cb1
2714	"""
2715	self.param_toFit = []
2716	if self.parameters !=[]:
2717	if self.cb1.GetValue():
2718	for item in self.parameters:
2719	## for data2D select all to fit
2720	if self.data.__class__.__name__== "Data2D" or \
2721	self.enable2D:
2722	item[0].SetValue(True)
2723	self.param_toFit.append(item)
2724	else:
2725	## for 1D all parameters except orientation
2726	if not item in self.orientation_params:
2727	item[0].SetValue(True)
2728	self.param_toFit.append(item )
2729	#if len(self.fittable_param)>0:
2730	for item in self.fittable_param:
2731	if self.data.__class__.__name__== "Data2D" or \
2732	self.enable2D:
2733	item[0].SetValue(True)
2734	self.param_toFit.append(item)
2735	try:
2736	if len(self.values[item[1]]) > 0:
2737	item[0].SetValue(False)
2738	except:
2739	pass
2740
2741	else:
2742	## for 1D all parameters except orientation
2743	if not item in self.orientation_params_disp:
2744	item[0].SetValue(True)
2745	self.param_toFit.append(item )
2746	try:
2747	if len(self.values[item[1]]) > 0:
2748	item[0].SetValue(False)
2749	except:
2750	pass
2751
2752	else:
2753	for item in self.parameters:
2754	item[0].SetValue(False)
2755	for item in self.fittable_param:
2756	item[0].SetValue(False)
2757	self.param_toFit=[]
2758
2759	self.save_current_state_fit()
2760
2761	if event !=None:
2762	#self._undo.Enable(True)
2763	## post state to fit panel
2764	event = PageInfoEvent(page = self)
2765	wx.PostEvent(self.parent, event)
2766	param2fit = []
2767	for item in self.param_toFit:
2768	if item[0]:
2769	param2fit.append(item[1])
2770	self.parent._manager.set_param2fit(self.uid, param2fit)
2771
2772
2773	def select_param(self,event):
2774	"""
2775	Select TextCtrl checked for fitting purpose and stores them
2776	in self.param_toFit=[] list
2777	"""
2778	self.param_toFit = []
2779	for item in self.parameters:
2780	#Skip t ifhe angle parameters if 1D data
2781	if self.data.__class__.__name__ != "Data2D" and\
2782	not self.enable2D:
2783	if item in self.orientation_params:
2784	continue
2785	#Select parameters to fit for list of primary parameters
2786	if item[0].GetValue():
2787	if not (item in self.param_toFit):
2788	self.param_toFit.append(item )
2789	else:
2790	#remove parameters from the fitting list
2791	if item in self.param_toFit:
2792	self.param_toFit.remove(item)
2793
2794	#Select parameters to fit for list of fittable parameters
2795	# with dispersion
2796	for item in self.fittable_param:
2797	#Skip t ifhe angle parameters if 1D data
2798	if self.data.__class__.__name__ != "Data2D" and\
2799	not self.enable2D:
2800	if item in self.orientation_params:
2801	continue
2802	if item[0].GetValue():
2803	if not (item in self.param_toFit):
2804	self.param_toFit.append(item)
2805	else:
2806	#remove parameters from the fitting list
2807	if item in self.param_toFit:
2808	self.param_toFit.remove(item)
2809
2810	#Calculate num. of angle parameters
2811	if self.data.__class__.__name__ == "Data2D" or \
2812	self.enable2D:
2813	len_orient_para = 0
2814	else:
2815	len_orient_para = len(self.orientation_params) #assume even len
2816	#Total num. of angle parameters
2817	if len(self.fittable_param) > 0:
2818	len_orient_para *= 2
2819	#Set the value of checkbox that selected every checkbox or not
2820	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2821	len(self.param_toFit):
2822	self.cb1.SetValue(True)
2823	else:
2824	self.cb1.SetValue(False)
2825
2826
2827
2828	self.save_current_state_fit()
2829	if event !=None:
2830	#self._undo.Enable(True)
2831	## post state to fit panel
2832	event = PageInfoEvent(page = self)
2833	wx.PostEvent(self.parent, event)
2834
2835	param2fit = []
2836	for item in self.param_toFit:
2837	if item[0]:
2838	param2fit.append(item[1])
2839	self.parent._manager.set_param2fit(self.uid, param2fit)
2840
2841	def set_model_param_sizer(self, model):
2842	"""
2843	Build the panel from the model content
2844
2845	:param model: the model selected in combo box for fitting purpose
2846
2847	"""
2848	self.sizer3.Clear(True)
2849	self.parameters = []
2850	self.str_parameters = []
2851	self.param_toFit=[]
2852	self.fittable_param=[]
2853	self.fixed_param=[]
2854	self.orientation_params=[]
2855	self.orientation_params_disp=[]
2856
2857	if model ==None:
2858	self.sizer3.Layout()
2859	self.SetupScrolling()
2860	return
2861	## the panel is drawn using the current value of the fit engine
2862	if self.engine_type==None and self._manager !=None:
2863	self.engine_type= self._manager._return_engine_type()
2864
2865	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2866	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2867	sizer = wx.GridBagSizer(5,5)
2868	## save the current model
2869	self.model = model
2870
2871	keys = self.model.getParamList()
2872	#list of dispersion paramaters
2873	self.disp_list=self.model.getDispParamList()
2874
2875	def custom_compare(a,b):
2876	"""
2877	Custom compare to order, first by alphabets then second by number.
2878	"""
2879	# number at the last digit
2880	a_last = a[len(a)-1]
2881	b_last = b[len(b)-1]
2882	# default
2883	num_a = None
2884	num_b = None
2885	# split the names
2886	a2 = a.lower().split('_')
2887	b2 = b.lower().split('_')
2888	# check length of a2, b2
2889	len_a2 = len(a2)
2890	len_b2 = len(b2)
2891	# check if it contains a int number(<10)
2892	try:
2893	num_a = int(a_last)
2894	except: pass
2895	try:
2896	num_b = int(b_last)
2897	except: pass
2898	# Put 'scale' near the top; happens
2899	# when numbered param name exists
2900	if a == 'scale':
2901	return -1
2902	# both have a number
2903	if num_a != None and num_b != None:
2904	if num_a > num_b: return -1
2905	# same number
2906	elif num_a == num_b:
2907	# different last names
2908	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2909	return -cmp(a2[len_a2-1], b2[len_b2-1])
2910	else:
2911	return cmp(a, b)
2912	else: return 1
2913	# one of them has a number
2914	elif num_a != None: return 1
2915	elif num_b != None: return -1
2916	# no numbers
2917	else: return cmp(a.lower(), b.lower())
2918
2919
2920	keys.sort(custom_compare)
2921
2922	iy = 0
2923	ix = 0
2924	select_text = "Select All"
2925	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2926	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2927	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2928	self.cb1.SetValue(True)
2929
2930	sizer.Add(self.cb1,(iy, ix),(1,1),\
2931	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2932	ix +=1
2933	self.text2_2 = wx.StaticText(self, -1, 'Value')
2934	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2935	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2936	ix +=2
2937	self.text2_3 = wx.StaticText(self, -1, 'Error')
2938	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2939	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2940	if not self.is_mac:
2941	self.text2_3.Hide()
2942	ix +=1
2943	self.text2_min = wx.StaticText(self, -1, 'Min')
2944	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2945	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2946	#self.text2_min.Hide()
2947	ix +=1
2948	self.text2_max = wx.StaticText(self, -1, 'Max')
2949	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2950	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2951	#self.text2_max.Hide()
2952	ix += 1
2953	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2954	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2955	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2956	self.text2_4.Hide()
2957
2958	CHECK_STATE = self.cb1.GetValue()
2959	for item in keys:
2960	if not item in self.disp_list and not item in \
2961	self.model.orientation_params:
2962
2963	##prepare a spot to store errors
2964	if not self.model.details.has_key(item):
2965	self.model.details [item] = ["",None,None]
2966
2967	iy += 1
2968	ix = 0
2969	if (self.model.__class__ in \
2970	self.model_list_box["Multi-Functions"] or \
2971	self.temp_multi_functional)\
2972	and (item in self.model.non_fittable):
2973	non_fittable_name = wx.StaticText(self, -1, item )
2974	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2975	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2976	## add parameter value
2977	ix += 1
2978	value= self.model.getParam(item)
2979	if len(self.model.fun_list) > 0:
2980	num = item.split('_')[1][5:7]
2981	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2982	style=wx.CB_READONLY, name = '%s'% item)
2983	self._set_fun_box_list(fun_box)
2984	fun_box.SetSelection(0)
2985	#self.fun_box.SetToolTipString("A function
2986	# describing the interface")
2987	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2988	else:
2989	fun_box = self.ModelTextCtrl(self, -1,
2990	size=(_BOX_WIDTH,20),
2991	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2992	fun_box.SetToolTipString(\
2993	"Hit 'Enter' after typing to update the plot.")
2994	fun_box.SetValue(format_number(value, True))
2995	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2996	self.str_parameters.append([None,item, fun_box,
2997	None, None, None,
2998	None, None])
2999
3000
3001	else:
3002	## add parameters name with checkbox for selecting to fit
3003	cb = wx.CheckBox(self, -1, item)
3004	cb.SetValue(CHECK_STATE)
3005	cb.SetToolTipString(" Check mark to fit.")
3006	#cb.SetValue(True)
3007	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3008
3009	sizer.Add( cb,( iy, ix),(1,1),
3010	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3011
3012	## add parameter value
3013	ix += 1
3014	value= self.model.getParam(item)
3015	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3016	style=wx.TE_PROCESS_ENTER)
3017	ctl1.SetToolTipString(\
3018	"Hit 'Enter' after typing to update the plot.")
3019	ctl1.SetValue(format_number(value, True))
3020	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3021	## text to show error sign
3022	ix += 1
3023	text2=wx.StaticText(self, -1, '+/-')
3024	sizer.Add(text2,(iy, ix),(1,1),\
3025	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3026	if not self.is_mac:
3027	text2.Hide()
3028	ix += 1
3029	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3030	sizer.Add(ctl2, (iy,ix),(1,1),
3031	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3032	if not self.is_mac:
3033	ctl2.Hide()
3034
3035	ix += 1
3036	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3037	style=wx.TE_PROCESS_ENTER,
3038	text_enter_callback = self._onparamRangeEnter)
3039
3040	sizer.Add(ctl3, (iy,ix),(1,1),
3041	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3042
3043	ix += 1
3044	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3045	style=wx.TE_PROCESS_ENTER,
3046	text_enter_callback = self._onparamRangeEnter)
3047	sizer.Add(ctl4, (iy,ix),(1,1),
3048	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
3049
3050	ix +=1
3051	# Units
3052	if self.model.details.has_key(item):
3053	units = wx.StaticText(self, -1,
3054	self.model.details[item][0], style=wx.ALIGN_LEFT)
3055	else:
3056	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3057	sizer.Add(units, (iy,ix),(1,1),
3058	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3059
3060	##[cb state, name, value, "+/-", error of fit, min, max , units]
3061	self.parameters.append([cb,item, ctl1,
3062	text2,ctl2, ctl3, ctl4,units])
3063
3064	iy+=1
3065	sizer.Add((10,10),(iy,ix),(1,1),
3066	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3067
3068	# type can be either Guassian or Array
3069	if len(self.model.dispersion.values())>0:
3070	type= self.model.dispersion.values()[0]["type"]
3071	else:
3072	type = "Gaussian"
3073
3074	iy += 1
3075	ix = 0
3076	#Add tile for orientational angle
3077	for item in keys:
3078	if item in self.model.orientation_params:
3079	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
3080	sizer.Add(orient_angle,(iy, ix),(1,1),
3081	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3082	if not self.data.__class__.__name__ == "Data2D" and \
3083	not self.enable2D:
3084	orient_angle.Hide()
3085	else:
3086	orient_angle.Show(True)
3087	break
3088
3089	#For Gaussian only
3090	if type.lower() != "array":
3091	for item in self.model.orientation_params:
3092	if not item in self.disp_list:
3093	##prepare a spot to store min max
3094	if not self.model.details.has_key(item):
3095	self.model.details [item] = ["",None,None]
3096
3097	iy += 1
3098	ix = 0
3099	## add parameters name with checkbox for selecting to fit
3100	cb = wx.CheckBox(self, -1, item )
3101	cb.SetValue(CHECK_STATE)
3102	cb.SetToolTipString("Check mark to fit")
3103	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3104	if self.data.__class__.__name__ == "Data2D" or \
3105	self.enable2D:
3106	cb.Show(True)
3107	else:
3108	cb.Hide()
3109	sizer.Add( cb,( iy, ix),(1,1),
3110	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3111
3112	## add parameter value
3113	ix += 1
3114	value= self.model.getParam(item)
3115	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3116	style=wx.TE_PROCESS_ENTER)
3117	ctl1.SetToolTipString(\
3118	"Hit 'Enter' after typing to update the plot.")
3119	ctl1.SetValue(format_number(value, True))
3120	if self.data.__class__.__name__ == "Data2D" or \
3121	self.enable2D:
3122	ctl1.Show(True)
3123	else:
3124	ctl1.Hide()
3125	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3126	## text to show error sign
3127	ix += 1
3128	text2=wx.StaticText(self, -1, '+/-')
3129	sizer.Add(text2,(iy, ix),(1,1),\
3130	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3131
3132	text2.Hide()
3133	ix += 1
3134	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3135	sizer.Add(ctl2, (iy,ix),(1,1),
3136	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3137
3138	ctl2.Hide()
3139
3140
3141	ix += 1
3142	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3143	style=wx.TE_PROCESS_ENTER,
3144	text_enter_callback = self._onparamRangeEnter)
3145
3146	sizer.Add(ctl3, (iy,ix),(1,1),
3147	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3148	ctl3.Hide()
3149
3150	ix += 1
3151	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3152	style=wx.TE_PROCESS_ENTER,
3153	text_enter_callback = self._onparamRangeEnter)
3154	sizer.Add(ctl4, (iy,ix),(1,1),
3155	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3156
3157	ctl4.Hide()
3158
3159	if self.data.__class__.__name__ == "Data2D" or \
3160	self.enable2D:
3161	if self.is_mac:
3162	text2.Show(True)
3163	ctl2.Show(True)
3164	ctl3.Show(True)
3165	ctl4.Show(True)
3166
3167	ix +=1
3168	# Units
3169	if self.model.details.has_key(item):
3170	units = wx.StaticText(self, -1,
3171	self.model.details[item][0],
3172	style=wx.ALIGN_LEFT)
3173	else:
3174	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3175	if self.data.__class__.__name__ == "Data2D" or \
3176	self.enable2D:
3177	units.Show(True)
3178
3179	else:
3180	units.Hide()
3181
3182	sizer.Add(units, (iy,ix),(1,1),
3183	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3184
3185	##[cb state, name, value, "+/-", error of fit,min,max,units]
3186	self.parameters.append([cb,item, ctl1,
3187	text2,ctl2, ctl3, ctl4,units])
3188	self.orientation_params.append([cb,item, ctl1,
3189	text2,ctl2, ctl3, ctl4,units])
3190
3191	iy+=1
3192
3193	#Display units text on panel
3194	for item in keys:
3195	if self.model.details.has_key(item):
3196	self.text2_4.Show()
3197	#Fill the list of fittable parameters
3198	self.get_all_checked_params()
3199	self.save_current_state_fit()
3200	boxsizer1.Add(sizer)
3201	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
3202	self.sizer3.Layout()
3203	self.Layout()
3204	#self.Refresh()
3205
3206	def on_right_down(self, event):
3207	"""
3208	Get key stroke event
3209	"""
3210	if self.data == None:
3211	return
3212	# Figuring out key combo: Cmd for copy, Alt for paste
3213	if event.AltDown() and event.ShiftDown():
3214	self._manager.show_ftol_dialog()
3215	flag = True
3216	elif event.AltDown() or event.ShiftDown():
3217	flag = False
3218	else:
3219	return
3220	# make event free
3221	event.Skip()
3222	# messages depending on the flag
3223	if not flag:
3224	msg = " Could not open ftol dialog;"
3225	msg += " Check if the Scipy fit engine is selected in the menubar."
3226	infor = 'warning'
3227	# inform msg to wx
3228	wx.PostEvent( self.parent.parent,
3229	StatusEvent(status= msg, info=infor))
3230
3231
3232	def _onModel2D(self, event):
3233	"""
3234	toggle view of model from 1D to 2D or 2D from 1D
3235	"""
3236	if self.model_view.GetLabelText() == "Show 2D":
3237	self.model_view.SetLabel("Show 1D")
3238	self.enable2D = True
3239
3240	else:
3241	self.model_view.SetLabel("Show 2D")
3242	self.enable2D = False
3243	self.Show(False)
3244	self.create_default_data()
3245	self._manager.store_data(self.uid, data_list=[self.data])
3246
3247	self.set_model_param_sizer(self.model)
3248	self._set_sizer_dispersion()
3249	self._set_weight(is_2D= self.enable2D)
3250	self._set_smear_buttons()
3251	self.Show(True)
3252	self.SetupScrolling()
3253	self._draw_model()
3254
3255	self.state.enable2D = copy.deepcopy(self.enable2D)
3256
3257	def _set_smear_buttons(self):
3258	"""
3259	Set semarer radio buttons
3260	"""
3261	# more disables for 2D
3262	if self.data.__class__.__name__ == "Data2D" or \
3263	self.enable2D:
3264	self.slit_smearer.Disable()
3265	self.pinhole_smearer.Enable(True)
3266	self.default_mask = copy.deepcopy(self.data.mask)
3267	else:
3268	self.slit_smearer.Enable(True)
3269	self.pinhole_smearer.Enable(True)
3270
3271
3272	class BGTextCtrl(wx.TextCtrl):
3273	"""
3274	Text control used to display outputs.
3275	No editing allowed. The background is
3276	grayed out. User can't select text.
3277	"""
3278	def __init__(self, args, *kwds):
3279	wx.TextCtrl.__init__(self, args, *kwds)
3280	self.SetEditable(False)
3281	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3282
3283	# Bind to mouse event to avoid text highlighting
3284	# The event will be skipped once the call-back
3285	# is called.
3286	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3287
3288	def _click(self, event):
3289	"""
3290	Prevent further handling of the mouse event
3291	by not calling Skip().
3292	"""
3293	pass
3294

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ 7415cbe

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